Articles de revues sur le sujet « Video tapes – editing – data processing »

Abstract-- As we know, visually impaired or partially sighted people face a lot of problems reading or identifying any local scenarios. To vanquish this situation, we developed an audio-based image captioner that will identify the objects in an image and form a meaningful sentence that gives the output in the aural form. Image processing is a widely used method for developing many new applications. It isalso open source, so developers can use it easily. We used NLP (Natural Language Processing) to understand the description of an imageand convert the text to speech. A combination of R-LSTM and CNN is used, which is nothing but a reference based long-short term memory which matches different text data and takes it as reference and gives the output. Some of the other applications of image captioning are social media platforms like Instagram, etc., virtual assistants, and video editing software.

Abstract Motivation Automated profiling of cell–cell interactions from high-throughput time-lapse imaging microscopy data of cells in nanowell grids (TIMING) has led to fundamental insights into cell–cell interactions in immunotherapy. This application note aims to enable widespread adoption of TIMING by (i) enabling the computations to occur on a desktop computer with a graphical processing unit instead of a server; (ii) enabling image acquisition and analysis to occur in the laboratory avoiding network data transfers to/from a server and (iii) providing a comprehensive graphical user interface. Results On a desktop computer, TIMING 2.0 takes 5 s/block/image frame, four times faster than our previous method on the same computer, and twice as fast as our previous method (TIMING) running on a Dell PowerEdge server. The cell segmentation accuracy (f-number = 0.993) is superior to our previous method (f-number = 0.821). A graphical user interface provides the ability to inspect the video analysis results, make corrective edits efficiently (one-click editing of an entire nanowell video sequence in 5–10 s) and display a summary of the cell killing efficacy measurements. Availability and implementation Open source Python software (GPL v3 license), instruction manual, sample data and sample results are included with the Supplement (https://github.com/RoysamLab/TIMING2). Supplementary information Supplementary data are available at Bioinformatics online.

Nowadays, editing technology has entered the digital age. Technology will demonstrate the evidence of processing analog to digital data has become simpler since editing technology has been integrated in the society in all aspects. Understanding the technique of processing analog to digital data is important in producing a video. To utilize this technology, the introduction of equipments is fundamental to understand the features. The next phase is the capturing process that supports the preparation in editing process from scene to scene; therefore, it will become a watchable video.

The High Resolution Stereo Camera (HRSC) on the Mars Express orbiter (Neukum et al. 2004) is a multi-line pushbroom scanner that can obtain stereo and color coverage of targets in a single overpass, with pixel scales as small as 10&amp;thinsp;m at periapsis. Since commencing operations in 2004 it has imaged ~&amp;thinsp;77&amp;thinsp;% of Mars at 20&amp;thinsp;m/pixel or better. The instrument team uses the Video Image Communication And Retrieval (VICAR) software to produce and archive a range of data products from uncalibrated and radiometrically calibrated images to controlled digital topographic models (DTMs) and orthoimages and regional mosaics of DTM and orthophoto data (Gwinner et al. 2009; 2010b; 2016). Alternatives to this highly effective standard processing pipeline are nevertheless of interest to researchers who do not have access to the full VICAR suite and may wish to make topographic products or perform other (e. g., spectrophotometric) analyses prior to the release of the highest level products. We have therefore developed software to ingest HRSC images and model their geometry in the USGS Integrated Software for Imagers and Spectrometers (ISIS3), which can be used for data preparation, geodetic control, and analysis, and the commercial photogrammetric software SOCET SET (® BAE Systems; Miller and Walker 1993; 1995) which can be used for independent production of DTMs and orthoimages. <br><br> The initial implementation of this capability utilized the then-current ISIS2 system and the generic pushbroom sensor model of SOCET SET, and was described in the DTM comparison of independent photogrammetric processing by different elements of the HRSC team (Heipke et al. 2007). A major drawback of this prototype was that neither software system then allowed for pushbroom images in which the exposure time changes from line to line. Except at periapsis, HRSC makes such timing changes every few hundred lines to accommodate changes of altitude and velocity in its elliptical orbit. As a result, it was necessary to split observations into blocks of constant exposure time, greatly increasing the effort needed to control the images and collect DTMs. <br><br> Here, we describe a substantially improved HRSC processing capability that incorporates sensor models with varying line timing in the current ISIS3 system (Sides 2017) and SOCET SET. This enormously reduces the work effort for processing most images and eliminates the artifacts that arose from segmenting them. In addition, the software takes advantage of the continuously evolving capabilities of ISIS3 and the improved image matching module NGATE (Next Generation Automatic Terrain Extraction, incorporating area and feature based algorithms, multi-image and multi-direction matching) of SOCET SET, thus greatly reducing the need for manual editing of DTM errors. We have also developed a procedure for geodetically controlling the images to Mars Orbiter Laser Altimeter (MOLA) data by registering a preliminary stereo topographic model to MOLA by using the point cloud alignment (<i>pc_align</i>) function of the NASA Ames Stereo Pipeline (ASP; Moratto et al. 2010). This effectively converts inter-image tiepoints into ground control points in the MOLA coordinate system. The result is improved absolute accuracy and a significant reduction in work effort relative to manual measurement of ground control. <i>The ISIS and ASP software used are freely available; SOCET SET, is a commercial product.</i> By the end of 2017 we expect to have ported our SOCET SET HRSC sensor model to the Community Sensor Model (CSM; Community Sensor Model Working Group 2010; Hare and Kirk 2017) standard utilized by the successor photogrammetric system SOCET GXP that is currently offered by BAE. In early 2018, we are also working with BAE to release the CSM source code under a BSD or MIT open source license. <br><br> We illustrate current HRSC processing capabilities with three examples, of which the first two come from the DTM comparison of 2007. Candor Chasma (h1235_0001) was a near-periapse observation with constant exposure time that could be processed relatively easily at that time. We show qualitative and quantitative improvements in DTM resolution and precision as well as greatly reduced need for manual editing, and illustrate some of the photometric applications possible in ISIS. At the Nanedi Valles site we are now able to process all 3 long-arc orbits (h0894_0000, h0905_0000 and h0927_0000) without segmenting the images. Finally, processing image set h4235_0001, which covers the landing site of the Mars Science Laboratory (MSL) rover and its rugged science target of Aeolus Mons in Gale crater, provides a rare opportunity to evaluate DTM resolution and precision because extensive High Resolution Imaging Science Experiment (HiRISE) DTMs are available (Golombek et al. 2012). The HiRISE products have ~&amp;thinsp;50x smaller pixel scale so that discrepancies can mostly be attributed to HRSC. We use the HiRISE DTMs to compare the resolution and precision of our HRSC DTMs with the (evolving) standard products. <br><br> We find that the vertical precision of HRSC DTMs is comparable to the pixel scale but the horizontal resolution may be 15&amp;ndash;30 image pixels, depending on processing. This is significantly coarser than the lower limit of 3&amp;ndash;5 pixels based on the minimum size for image patches to be matched. Stereo DTMs registered to MOLA altimetry by surface fitting typically deviate by 10thinsp;m or less in mean elevation. Estimates of the RMS deviation are strongly influenced by the sparse sampling of the altimetry, but range from <thinsp;50thinsp;m in flat areas to ~&amp;thinsp;100thinsp;m in rugged areas.

Video license plate surveys have been used for more than a decade in Indiana to help produce origin-destination tables in corridors and small areas. In video license plate surveys, license plate images are captured on videotape for data reduction at the analyst’s office. In most cases, the letters and numbers on a license plate are manually transcribed to a data file. This manual process is tedious, time-consuming, and expensive. Although automated license plate readers are being implemented with success elsewhere, their dependence on high-end equipment makes them too expensive for most applications in Indiana. Presented are the results of an attempt to use standard video cameras and tapes, readily available video processing equipment, and open-source software to minimize the human role in the data reduction process and thus reduce the expenses involved. The process of automatically transcribing video data can be divided into subprocesses. Analog video data are digitized and stored on a computer hard disk. The resulting digital images are further processed, by using image-processing algorithms, to locate and extract the license plate and time stamp information. Character recognition techniques can then be applied to read the license plate number into an electronic file for the desired analysis. The described video license plate data reduction (VLPDR) software can identify video frames that contain vehicles and discard the remaining frames. VLPDR can locate and read the time stamps in most of these frames. Although VLPDR cannot read the license plate numbers into a data file, this final step is made easier by a user-friendly graphical user interface. VLPDR saves a significant amount of manual data reduction. The amount of labor saved depends on the parameters chosen by the user.

Education in South Solok District, still lagging behind in the South Sumatra region, the UN ranking in 2016 is ranked 16th out of 19 existing cities / districts. This happens because the teacher uses video processing software that is recorded, so that many phenomena that cannot be used optimally. This PKM aims to improve the ability of teachers to develop text and video editing. The method used is the stage of interaction and discussion, training, training, training, training and development. Monitoring stages and, end of data analysis and report preparation. The instrument was a test of multimedia and video editing and questionnaires for the implementation of PKM activities. The results of data analysis, obtained by the average from the pretest is 14.42, for the average posttest average is 17.21. Then a paired t test was carried out, obtained a significance value of 0,000 <0,05, thus giving the conclusion that this PKM activity had been able to improve the ability of the Solok district junior school teachers in developing learning videos. Based on the questionnaire given at the end of the training activity, results were obtained that participants were very happy and involved in learning at school

This paper presents a framework and mobile video editing app for interactive artistic augmentation of human motion in videos. While creating motion effects with industry-standard software is time-intensive and requires expertise, and popular video effect apps have limited customization options, our approach enables a multitude of art-directable, highly customizable motion effects. We propose a graph-based video processing framework that uses mobile-optimized machine learning models for human segmentation and pose estimation to augment RGB video data, enabling the rendering and animation of content-adaptive graphical elements that highlight and emphasize motion. Our modular framework architecture enables effect designers to create diverse motion effects that include body pose-based effects such as glow stick or light trail effects, silhouette-based effects such as halos and outlines, and layer-based effects that provide depth perception and enable interaction with virtual objects.

KineMaster is a video editing application that supports the content creator industry; however, compared to its competitors, that app falls short in release year, download numbers, and ratings. This research aims to determine the service quality of the Android-based KineMaster application based on sentiment analysis and the classification of mobile app service quality (MASQ) dimensions. The data used is secondary data from 5,000 reviews of Google Play Store using Google Colab and processed using RapidMiner Studi version 10.2. Naïve Bayes and k-Nearest Neighbors (KNN) algorithms are applied to determine the best one. Negative sentiment data resulting from the worst MASQ dimension classification will be carried out by WordCloud using Google Colab to determine complaint priorities. The research results show that positive sentiment dominates at 62.24% using the KNN algorithm as the best algorithm in this research. Nevertheless, the 37.76% negative sentiment is not ignored. Based on the number of negative sentiments in each dimension, technical reliability is the worst dimension, valence is the second worst dimension, and performance is the third worst. Prioritized complaints are update reliability, watermarks, app, feature downloads, inability to open apps, export capabilities, high price, and processing speed.

Owing to recent technological advancement, computers and other devices running several image editing applications can be further exploited for digital image processing operations. This paper evaluates various image processing techniques using matrix laboratory (MATLAB-based analytics). Compared to the conventional techniques, MATLAB gives several advantages for image processing. MATLAB-based technique provides easy debugging with extensive data analysis and visualization, easy implementation and algorithmic-testing without recompilation. Besides, MATLAB's computational codes can be enhanced and exploited to process and create simulations of both still and video images. Moreover, MATLAB codes are much concise compared to C++, thus making it easier for perusing and troubleshooting. MATLAB can handle errors prior to execution by proposing various ways to make the codes faster. The proposed technique enables advanced image processing operations such as image cropping/resizing, image denoising, blur removal, and image sharpening. The study aims at providing readers with the most recent MATLAB-based image processing application-tools. We also provide an empirical-based method using two-dimensional discrete cosine transform (2D-DCT) derived from its coefficients. Using the most recent algorithms running on MATLAB toolbox, we performed simulations to evaluate the performance of our proposed technique. The results largely present MATLAB as a veritable approach for image processing operations.

Purpose Organizations and their actors are increasingly using video surveillance to monitor organizational members, employees, clients, and customers. The use of such technologies in workplaces creates a virtual panopticon and increases uncertainty for those under surveillance. Video surveillance in organizations poses several concerns for the privacy of individuals and creates a security-privacy dilemma for organizations to address. The purpose of this paper is to offer a decision-making model that ties in ethical considerations of access, equality, and transparency at four stages of video surveillance use in organizations: deployment of cameras and equipment, capturing footage, processing and storing data, and editing and sharing video footage. At each stage, organizational actors should clearly identify the purpose for video surveillance, adopt a minimum capability necessary to achieve their goals, and communicate decisions made and actions taken that involve video surveillance in order to reduce uncertainty and address privacy concerns of those being surveilled. Design/methodology/approach The paper proposes a normative model for ethical video surveillance organizational decision making based on a review of relevant literature and recent events. Findings The paper provides several implications for the future of dealing with security-privacy dilemmas in organizations and offers structured considerations for corporation leaders and decision makers. Practical implications The paper includes implications for organizations to approach video surveillance with ethical considerations for stakeholder privacy while balancing security demands. Originality/value This paper offers a framework for decision-makers that also offers opportunities for further research around the concept of ethics in organizational video surveillance.

Purpose: This article describes the creation of youtube video content as a result of learning violin instrument practice of the ISI Yogyakarta Fakultas Seni Pertunjukan Music Education Study Program, and analyzes the role of youtube as a medium for information and communication technology in the community in the context of learning outcomes of the violin instrument practice in the Music Education Study Program of FSP ISI Yogyakarta. Research methods: This study uses an interdisciplinary approach and qualitative research methods. Results and discussion: The answer to the first problem regarding the making of youtube video content as a result of learning the violin instrument practice course includes the preparation of a video design, consultation with the head of study program regarding ideas, preparing human resources/talent, carrying out recording, carrying out video editing, and posting videos of learning results of the violin instrument practice to youtube . In the second problem, the research results obtained that the recording of learning outcomes of the violin instrument practice in the ISI Yogyakarta Music Education Study Program is a form of achievement of learning targets for lecturers and students. Implication: Video recording of learning outcomes is an information on academic identity through the mechanism of processing recording works, storing audio-visual data on learning outcomes, and disseminating and presenting information on learning processes and outcomes institutionally.

With the rapid development of communication technology and Internet technology, as well as the popularization of computer, the application of digital multimedia technology is more and more widely, video, voice and image gathering, editing, storage, and dissemination of digital information has become more and more convenient. However, it is because of the computer and the network popularization and the fragility of the digital information itself, digital multimedia data are more vulnerable to attack, digital products is also very easy to forged and tampered with. According to these digital multimedia data more easily by illegal processing problem, people put forward the concept of digital watermark. Digital watermark technology is used to realize the protection of digital information. In this paper, the digital watermark technology research starting from the practical application, the digital image watermark based on DCT domain is studied.

Temporal segmentation of video data for partitioning the sequence into shots is a prerequisite in many applications: automatic video indexing and editing, old flm restoration, perceptual coding, etc. The detection of abrupt transitions or cuts has been thoroughly studied in previous works. In this paper we present a scheme to identify the most common gradual transitions, i.e., dissolves and wipes, which relies on mathematical morphology operators. The approach is restricted to fast techniques which require low computation (without motion estimation and adapted to compressed sequences) and are able to cope with random brightness variations (often occurring in old flms). The present study illustrates how the morphological operators can be used to analyze temporal series for detecting particular events, either working directly on the 1D signal or building an intermediate 2D image from the 1D signals to take advantage of the spatial operators.

Image processing pipelines are ubiquitous and we rely on them either directly, by filtering or adjusting an image post-capture, or indirectly, as image signal processing (ISP) pipelines on broadly deployed camera systems. Used by artists, photographers, system engineers, and for downstream vision tasks, traditional image processing pipelines feature complex algorithmic branches developed over decades. Recently, image-to-image networks have made great strides in image processing, style transfer, and semantic understanding. The differentiable nature of these networks allows them to fit a large corpus of data; however, they do not allow for intuitive, fine-grained controls that photographers find in modern photo-finishing tools. This work closes that gap and presents an approach to making complex photo-finishing pipelines differentiable, allowing legacy algorithms to be trained akin to neural networks using first-order optimization methods. By concatenating tailored network proxy models of individual processing steps (e.g. white-balance, tone-mapping, color tuning), we can model a non-differentiable reference image finishing pipeline more faithfully than existing proxy image-to-image network models. We validate the method for several diverse applications, including photo and video style transfer, slider regression for commercial camera ISPs, photography-driven neural demosaicking, and adversarial photo-editing.

With the exponential growth of high-quality fake images in social networks and media, it is necessary to develop recognition algorithms for this type of content. One of the most common types of image and video editing consists of duplicating areas of the image, known as the copy-move technique. Traditional image processing approaches manually look for patterns related to the duplicated content, limiting their use in mass data classification. In contrast, approaches based on deep learning have shown better performance and promising results, but they present generalization problems with a high dependence on training data and the need for appropriate selection of hyperparameters. To overcome this, we propose two approaches that use deep learning, a model by a custom architecture and a model by transfer learning. In each case, the impact of the depth of the network is analyzed in terms of precision (P), recall (R) and F1 score. Additionally, the problem of generalization is addressed with images from eight different open access datasets. Finally, the models are compared in terms of evaluation metrics, and training and inference times. The model by transfer learning of VGG-16 achieves metrics about 10% higher than the model by a custom architecture, however, it requires approximately twice as much inference time as the latter.

The aim of the paper is to explain the basic principles of carrying out an inventory and follow-up of buildings and their condition assessment, by using the Full Interactive Visualization Method for Building Condition Assessment platform. It is a platform enabling the implementation of construction inventory based on the remote cooperation of many specialists in the field of, among others: building construction, architecture, civil engineering, photogrammetry, CAD, UAV. This type of cooperation is of particular importance especially in the context of the current epidemiological situation related to COVID-19. The idea of the presented platform fits into the broadly understanding of Building Information Modeling. After introducing the methodology, stages of the inventory and follow-up process carried out within the platform are illustrated and discussed on the basis of a case study. Based on the obtained results it can be concluded that the proposed methodology creates a convenient, efficient and inexpensive tool for massive inspection of building resources in large areas. The inventory is based primarily on high-quality photo and video material obtained from the deck of an unmanned aerial vehicle and the expert knowledge of the inspector conducting the inspection. By combining digital images data (photos, 3D model, orthophotos) with substantive data (facade element classification tables, wear / defect classification tables), we get a platform that allows intuitive access to viewing, classification, editing and analysis of selected data.

Molecular surveys of meiofaunal diversity face some interesting methodological challenges when it comes to interstitial nematodes from soils and sediments. Morphology-based surveys are greatly limited in processing speed, while barcoding approaches for nematodes are hampered by difficulties of matching sequence data with traditional taxonomy. Intermediate technology is needed to bridge the gap between both approaches. An example of such technology is video capture and editing microscopy, which consists of the recording of taxonomically informative multifocal series of microscopy images as digital video clips. The integration of multifocal imaging with sequence analysis of the D2D3 region of large subunit (LSU) rDNA is illustrated here in the context of a combined morphological and barcode sequencing survey of marine nematodes from Baja California and California. The resulting video clips and sequence data are made available online in the database NemATOL ( http://nematol.unh.edu/ ). Analyses of 37 barcoded nematodes suggest that these represent at least 32 species, none of which matches available D2D3 sequences in public databases. The recorded multifocal vouchers allowed us to identify most specimens to genus, and will be used to match specimens with subsequent species identifications and descriptions of preserved specimens. Like molecular barcodes, multifocal voucher archives are part of a wider effort at structuring and changing the process of biodiversity discovery. We argue that data-rich surveys and phylogenetic tools for analysis of barcode sequences are an essential component of the exploration of phyla with a high fraction of undiscovered species. Our methods are also directly applicable to other meiofauna such as for example gastrotrichs and tardigrades.

Surface roughness-induced hydrodynamic gas lubrication theory including rarefaction effects is used to explain the effects of surface roughness on the magnetic head-medium spacing. Since video-recording operates at h/σ (film thickness/standard deviations of composite roughness) ≤ 3, the spacing increases with the roughness because the head surface remains at the distance on the order of 3σ from the mean of the tape surface. Data processing tapes operate at h/σ ≥ 4, and the increase in spacing with the roughness is found to be due to roughness-induced squeeze films. Squeeze motion can be generated by the isolated high asperities on the tape surface and bearing load variations due to a moving roughness (in shear flow) which are expected to increase with an increase in the surface roughness, and modulations of surfaces from other instabilities. Increase in signal-to-noise ratio and in amplitude variation for a rougher tape is also explained by the surface roughness variations. Influence of surface roughness on the head-disk spacing is also analyzed. Recommendations are made for an optimum roughness orientation and magnitude and whether the roughness should lie on the stationary or moving surfaces.

Gadget merupakan barang canggih yang hampir semua orang dapat memilikinya. Gadget yang disertai berbagai macam aplikasi memberikan kemudahan mengakses berbagai hal seperti media berita, jejaring sosial, musik, bermain games, internet, foto-foto, menonton video dan masih banyak lagi yang lainnya. Penggunaan gadget di kalangan mahasiswa menjadi hal biasa, karena hampir semua kebutuhan perkuliahan dapat diakses melalui gadget. Dengan gadget mahasiswa dengan mudah mengakses literatur pengetahuan, musik, bermain games, internet, foto-foto, menonton video, transaksi perkuliahan dan lain-lain. Semua kemudahan tersebut tidak berarti tanpa masalah. Selain hal positif penggunaan gadget dapat berdampak negatif, misalnya penurunan ketajaman penglihatan. Tujuan penelitian ini adalah menganalisis dampak penggunaan gadget terhadap penurunan ketajaman penglihatan. Jenis penelitian adalah kuantitatif observasional analitik dengan desain cross sectional study. Populasi pada penelitian adalah mahasiswa, pengambilan sampel menggunakan teknik Non-Probability Sampling dengan pendekatan Accidental Sampling. Instrumen yang digunakan untuk mengukur variabel independen penggunaan gadget adalah kuesioner sedangkan variabel dependen ketajaman penglihatan menggunakan snellen chart. Pengumpulan data memperhatikan etika penelitian seperti informed consent, anonimity dan confidentiality. Jenis data adalah data primer, data sekunder dan data tersier. Data diolah dengan menggunakan program SPSS for windows versi 21.0 dengan proses editing, coding, processing dan cleaning. Data dianalisis secara univariat dan bivariat. Analisis bivariat menggunakan Uji Statistik Chi Square dengan tingkat signifikansi ?=0,05. Hasil Uji Statistik Chi Square diperoleh p value untuk mata kanan dan kiri masing-masing pkanan = 0,647 dan pkiri = 0,462. Kesimpulannya bahwa penggunaan gadget tidak berdampak signifikan terhadap penurunan ketajaman penglihatan baik pada mata kanan maupun mata kiri.

The goal of this study is to look for elements of Islamic moral values in some scenes in the Teh Botol Sosro Semeja Brothers advertisement, as well as the use of research as advertising knowledge and information on advertising videos with elements of Islamic values, particularly in the Teh Botol Sosro Semeja Brothers advertisement. In this study, a descriptive qualitative research approach is used, and the research process on an object uses primary and secondary data, with primary data being video files from the Teh Botol Sosro Semeja Bersaudara advertisement as the first source, secondary data being information from books and digital media as the object of Tea advertising research. The Table of the Brothers Bottle from Sosro, the semiotic analysis of Roland Barthes provides strategies for grouping information through observation and documenting, as well as data processing procedures such as editing, arranging, and discovering the findings. The findings of the one-minute study of the Teh Botol Sosro Semeja Brothers advertising found numerous scenarios illustrating Islamic moral principles, including caring for others, sharing among others, being thankful in all circumstances, mutual respect, and tolerance for diversity.

<p>The research entitled Implementation of Open Courseware Services in Telkom University Open Library as a Free Learning Media aims to obtain a clear picture of the steps for implementing Open Courseware Open Library Services. This research is motivated by the motivation of Open Library to provide information and provide easy access to information by providing free learning in the form of learning video content for the general public through the Open Library open courseware service. In this study using a case study approach with qualitative research methods equipped with data collection techniques through observation, interviews and documentation. The Open Library opencourseware service was used as the object of research and 4 informants in this study were used as research subjects. Based on the analysis of research data and drawing conclusions, the results of this study indicate that the steps for implementing the open courseware Open Library service consist of planning, collecting references, entering data, setting topics, processing or production, controlling material, storing data, reporting editing results, review of learning content, storage and posting of learning materials. In implementing the open courseware Open Library service, there are influencing elements consisting of the communicator, message, context, media, and recipient.<em></em></p>

Purpose. The article highlights the problem of inconsistency with the requirements of today used in the FIPS digital data presentation formats when interacting with applicants and in internal office systems. A description of the factors that led to its occurrence is given. Methods. Based on the results of the analysis of the processing of applications, the composition of the components of applications and the list of types of information contained in them are formed. On its basis, the subject of research is determined — text, graphic, audio, video and mixed (text with embedded objects) types of formats. The following is a description of the national project “Digital Economy” with an emphasis on architecture, technical requirements and the tasks to be solved for processing documents. In accordance with it, assessment criteria are determined (pairs “domestic” — “foreign”, “free” — “proprietary”, “paid” — “free of charge”) and basic functional units (web components for publishing and software for viewing, editing and conversion). As a research method, a comparative analysis of the percentages of the above functional units for the selected digital formats is used. Results. Shows the overall percentages of objects found by web components for publishing and software for viewing, editing, and interconverting selected digital formats. For software, its classification is given. A final assessment is formed and a conclusion is made about the generally good prospects for using the found objects in the newly developed FIPS information systems. Discussion: the results obtained are complete and relevant, as they assess the prospects for the applicability of the digital formats that exist right now for representing intellectual property objects. In the future, due to the influence of the factors listed in the article, it is advisable to repeat the study with some frequency. Also, the results of this study can be recommended to applicants - to reduce financial costs for the purchase of software used in the preparation of applications.

Production House 8Production films is one of the production houses enganged in services that include multimedia, video shooting and photography in Palembang. The creation of this final project, entitled “Production House Information System In 8Production Films Based on Website”. Because currently the production process include visual shooting and shooting, visual image editing and photos are still not well scheduled, only initiative, and no scheduling systematically. In addition, the management of internal operational information in the processing data from the order receipt is only stored in the form of .doc files and some are still handwritten, so that the same data recording and processing (double storage), and acces to information is slow. The System development method used in this research is Prototype. Based on the problem that have been analyzed through exixting business process observation methods. Then the system is designed by making UML (Unifield Modeling Languange). And using PHP as a programming language that will be used to create the website PHP has the extension of PHP Hypertext Preprocessor, a programming language that is anabled to build a dynamic website. While MySQL is an RDBMS software (or database server) that can manage databases very quickly. Thw result of this study are a web-based 8Production Films Production House Information System that makes ordering users easy and makes it easier for 8Production films staff to perform member absences, managing filming schedules and weekly agendas to be more effective, and making monthly reports of transactions at web-based 8Production films production houses

Example-based texture synthesis plays a significant role in many fields, including computer graphics, computer vision, multimedia, and image and video editing and processing. However, it is not easy for all textures to synthesize high-quality outputs of any size from a small input example. Hence, the assessment of the synthesizability of the example textures deserves more attention. Inspired by the broad studies in image quality assessment, we propose a texture synthesizability assessment approach based on a deep Siamese-type network. To our best knowledge, this is the first attempt to evaluate the synthesizability of sample textures through end-to-end training. We first train a Siamese-type network to compare the example texture and the synthesized texture in terms of their similarity and then transfer the experience knowledge obtained in the Siamese-type network to a traditional CNN by fine-tuning, so that to give an absolute score to a single example texture, representing its synthesizability. Not relying on laborious human selection and annotation, these synthesized textures can be generated automatically by example-based synthesis algorithms. We demonstrate that our approach is completely data-driven without hand-crafted features and/or prior knowledge in the field of expertise. Experiments show that our approach improves the accuracy of texture synthesizability assessment qualitatively and quantitatively and outperforms the manual feature-based method.

Tiktok is a new form of new media that serves to provide support in the form of editing. It includes features such as songs and facial effects when creating content videos that last for 30-60 seconds. Different from Instagram, it is a platform of social media that aims to publish photos and videos. Along with the increasing popularity of Tiktok in 2019, a teen named Prabowo Mondardo or better known by his Instagram account @bowo_allpennliebe became viral in Indonesia due to his content videos that was edited from Tiktok and became viral in his Instagram account. Based on that phenomenon, now millennials are also up with the trend; where they create videos from Tiktok and then upload it on Instagram. The purpose of this study is to find out the effect between the use of Tiktok and determine which factor gave the most impact on millennial’s personal branding on Instagram. This research uses a quantitative approach that is assisted with data processing from Statistical Package for Social Science version 26. The results of this study indicate that millennials tend to use Tiktok to fulfill their entertainment needs, and factor that gave the most impact on their personal branding on Instagram is having standard; If they possess the same moral values and beliefs that are relatable to others (followers), thus cause them to achieve fame on Instagram.Aplikasi Tiktok merupakan suatu bentuk media baru yang berfungsi untuk menyediakan dukungan berupa fitur edit seperti lagu dan efek pada wajah dalam pembuatan video berdurasi 30-60 detik. Sedangkan media sosial Instagram merupakan media sosial yang bertujuan untuk mempublikasi foto dan video. Seiring dengan meningkatnya popularitas Tiktok di tahun 2019, seorang remaja bernama Prabowo Mondardo atau lebih dikenal dengan akun Instagramnya @bowo_allpennliebe menjadi viral di Indonesia. Konten video yang dipublikasi di akun Instagramnya berasal dari Tiktok. Berdasarkan fenomena tersebut, kini generasi muda ikut mengikuti tren tersebut, dimana anak-anak muda menciptakan video dari Tiktok dan mengunggahnya di Instagram. Penelitian ini bertujuan untuk mengetahui pengaruh antara motif penggunaan aplikasi Tiktok terhadap faktor yang paling efektif dalam pembentukan personal branding generasi milenial di Instagram. Penelitian ini menggunakan pendekatan kuantitatif yang dibantu dengan pengolahan data dari Statistical Package for Social Science versi 26. Hasil dari penelitian ini menunjukan bahwa generasi milenial cenderung menggunakan Tiktok untuk memenuhi kebutuhan hiburan. Faktor yang paling efektif dalam pembentukan personal brandingdi Instagram adalah dimensi standar yaitu ketika pengguna menganut nilai moral dan kepercayaan yang setara dengan pengikut mereka, hal tersebut dapat membuat mereka lebih di kenal di Instagram.

Due to the exponential growth of high-quality fake photos on social media and the Internet, it is critical to develop robust forgery detection tools. Traditional picture- and video-editing techniques include copying areas of the image, referred to as the copy-move approach. The standard image processing methods physically search for patterns relevant to the duplicated material, restricting the usage in enormous data categorization. On the contrary, while deep learning (DL) models have exhibited improved performance, they have significant generalization concerns because of their high reliance on training datasets and the requirement for good hyperparameter selection. With this in mind, this article provides an automated deep learning-based fusion model for detecting and localizing copy-move forgeries (DLFM-CMDFC). The proposed DLFM-CMDFC technique combines models of generative adversarial networks (GANs) and densely connected networks (DenseNets). The two outputs are combined in the DLFM-CMDFC technique to create a layer for encoding the input vectors with the initial layer of an extreme learning machine (ELM) classifier. Additionally, the ELM model’s weight and bias values are optimally adjusted using the artificial fish swarm algorithm (AFSA). The networks’ outputs are supplied into the merger unit as input. Finally, a faked image is used to identify the difference between the input and target areas. Two benchmark datasets are used to validate the proposed model’s performance. The experimental results established the proposed model’s superiority over recently developed approaches.

Indonesia is the country with the fastest transmission of HIV/AIDS in Southeast Asia. From its first discovery in 1987 until June 2019, HIV/AIDS has been reported by 463 (90.07%) districts/cities in Indonesia. The lack of knowledge and attitudes of the foster women towards health behaviors about HIV/AIDS becomes the cause of the increasing number of people with HIV/AIDS in West Sumatra Province. One way to reduce the incidence of HIV/AIDS is by providing health education. This study aims to determine the effect of health education on HIV/AIDS on women's knowledge and attitudes in PSKW Andam Dewi Solok Regency. This type of research is a quasi-experiment with one group pretest-posttest design. June 5-9, 2020, data collection was carried out in the Hall of PSKW Andam Dewi. The population in this study were all fostered women totaling 40 people, and all of them were sampled, namely 40 people. The data collection was conducted using a questionnaire method. Univariate and bivariate analysis was used in the data processing techniques of editing, coding, entry, tabulating, and cleaning with a dependent t-test. The study results showed that the average knowledge before and after counseling was 14.08 and 18.22, respectively. The results of mean attitude before and after counseling was 89.05 and 111.80, respectively. The statistical test results found that there was an influence of health education about HIV/AIDS on knowledge (p-value 0.000) and attitudes (p-value 0.000) of women under the guidance of PSKW Andam Dewi. This research concludes that health education affects the knowledge and attitudes of the target women. For this reason, it is suggested that PSKW Andam Dewi continue to provide health education on HIV/AIDS on an ongoing basis using the lecture method with power point and video media.

The study reveals the conceptual principles of improving the content of the e-learning in radio journalism for students of bachelor’s degree, taking into account the specifics of distance learning and the requirements for the professional competence of radio journalists. The peculiarities of the transition to a practice-oriented approach in learning are considered. For this purpose, the specifics of the current certified course ae analysed and a survey of students who mastered the material of the curriculum with its use is conducted. According to the questionnaire, several new productive areas of preparation of practical tasks are identified, which will allow to form and develop skills and abilities necessary for a radio journalist for a successful professional activity. Students believe that the ability to collect and verify information, analyze documents and databases, as well as technical skills (editing, layout, processing of photo, audio, and video materials) are basic components for journalistic competence. The results of the research are important for the preparation of a textbook for radio journalism, which will reflect the principles of the rational combination of theory and practice, activation of students’ cognitive activity, the formation of skills for work in media. Important components of studying radio journalism are: listening to radio programs and podcasts, analysis of their genre and style features, compositions; analysis of own and other people’s texts and discussion of their particular features; developing the skill of storytelling using appropriate means of expression; find and present important details for revealing the character; improving interviewing skills, fact-finding skills in studying the current informationpicture of the world, data sources and writing information messages.

Ensuring healthy lives and promoting well-being for all at all ages by 2030 is the third Target of the SDGs. The target includes efforts to reduce the incidence of deaths from non-communicable diseases including breast cancer. The incidence of breast cancer increases with age, but we can prevent this cancer and if it is detected early, we will get better treatment. Early detection through BSE which is carried out starting at the age of adolescence with increased vigilance and is believed to reduce the number of deaths due to breast cancer. The motivation of young women in doing BSE is different, through peer groups it is expected that there will be changes in health behavior in young women. The expected behavior is that young women are able to carry out early detection of breast cancer through breast self-examination. The general purpose of this study was to determine the role of peer groups in conducting early detection through breast self-examination (BSE) as an effort to prevent breast cancer. This research is a quasi experimental research with pre test and post test with control group design. The sampling technique was purposive sampling. Collecting data using a questionnaire through a google form and a checklist. The tools used to train peer groups are training modules. The data processing steps are editing, coding, and data entry. Analysis using the Paired Sample T-test with a significance result of 0.000 < (α) 0.05. This shows that there is a significant difference between the average scores before and after being given health education about breast cancer. So it can be concluded that there is a significant increase in respondents' BSE skills after receiving peer education using video media and teaching aids. the influence of peer education on the practice skills of BSE in adolescent girls. Peer youth educators are considered to have more influence on BSE abilities than teachers. Active learning methods provided by peer educators can improve the ability of adolescent self-awareness.

In the context of the development of artificial intelligence (AI) technology, the planning and dissemination of radio and television must not only learn to quickly and deeply process a large amount of content and extract structured information such as classification, themes, tags, and styles from information sources, but also learn to use audience behaviors to explore and discover potential content, jump out of the editor’s subjective vision, and realize personalized content presentation. On the basis of summarizing and analyzing previous research results, this study expounded the research status and significance of the planning and dissemination mode of radio and television, elaborated on the development background, current status, and future challenges of AI technology, introduced the methods and principles of computer vision, natural language processing, semantic analysis, and video generation, discussed the content production, interview, and editing of radio and television, explored the review, archiving, and system solutions of radio and television, proposed the planning strategies for radio and television assisted by AI technology, analyzed the smart distribution, reception, and feedback of radio and television dissemination, discussed the interactive application and virtual reality of radio and television dissemination, analyzed the dissemination mode of radio and television assisted by AI technology, and finally carried out a case application and its analysis. The study results show that AI technology can be used for smart lyrics, smart writing, smart broadcasting, smart translation, smart recommendation, smart stripping, and smart retrieval, and so on. The AI-assisted radio and television planning gives audiences the right to choose news, provides them with more targeted news content by means of data capture and resource integration, and caters to audiences’ all-round and in-depth information needs through a question-and-answer method, innovating dissemination logic and expression approaches, and enhances the audience’s sense of experience and leadership in obtaining information. The AI-assisted radio and television dissemination mode has the advantages of improving the effectiveness of information communication, promoting the optimization and integration of news resources, and enhancing audience stickiness.

Speech development is crucial for a child’s mental growth. Moreover, speech development significantly impacts a child’s educational and professional achievements. It enables the child to interact with the external environment and develop self-awareness and behavioral skills. Thus, the study of the mechanisms of speech development disorders and the development of diagnostic and remediation strategies is essential. Numerous cognitive and neurophysiological investigations into speech and its associated disorders among children are presently being conducted. Electroencephalography (EEG) studies demonstrated constant evoked reactions in response to auditory and visual stimuli associated with speech, including individual phonemes and syllables. Moreover, alterations in these reactions were detected among children with diagnosed speech ailments. The debate surrounding the neurophysiological predictors and correlates of specific speech development disorders continues. The use of isolated “ideal” stimuli and multiple repetitions of a single stimulus, as required by the method of evoked potentials, may create peculiarities in experimental techniques. Thus, brain responses to prolonged, “natural” stimuli may differ from those obtained with isolated stimuli. This could potentially reduce the ecological validity of such studies. In recent years, the temporal response function has become increasingly popular in speech research. This method enables estimating neurophysiological responses to continuous, natural, and ecologically valid stimuli [1–3]. When applied to speech research, this method allows for the study of the brain’s response to changes in acoustic, linguistic, and semantic characteristics present in natural narrative speech [1]. The mathematical basis of the temporal response function (TRF) is the solution of the equation: w=(STS+λE)–1·STR, It is calculated from the stimulus characteristics, represented by the matrix S, the neurophysiological signal corresponding to the stimulus, represented by matrix R, and the temporal response function, represented by matrix w, a matrix of linear transformation coefficients from stimulus space to response space [1]. The TRF serves as a “bridge” between the stimulus and the neurophysiological response as it reflects the neural operations that occur between the two. The S and R matrices are matrices with time lags, enabling estimation of the brain’s response to the presented stimulus within a specific time period. The TRF has been utilized extensively in speech studies [2, 3]. Nevertheless, few studies have used this approach in research that involves children [4, 5]. The use of ecologically valid speech stimuli in child studies simplifies their performance in experimental paradigms and enables the evaluation of brain responses to speech as it occurs in real-life situations, not only in experimentally created conditions. The TRF has various applications to both linguistic and acoustic features of speech, which attracts particular interest in studying the psychophysiological mechanisms of speech development in children with various developmental trajectories. This approach is applied in our study of speech development in children aged 3 to 8 years. Fifty-six children, consisting of 33 boys and 23 girls aged between 3 and 8 years, participated in this study with a mean age of 5.64 (SD=1.33 years). Participants were required to listen to three audio stories, including a children’s story about hedgehogs and adapted versions of the tales “Brick and Wax” and “The Golden Duck”, all of which were recorded by a female voice. All audio stimuli were accompanied by video to maintain children’s attention. The total duration of the stimuli was 15 minutes. The audio stories were presented using Presentation® software from Neurobehavioral Systems, Inc. in Berkeley, CA. The comprehension of the stories was assessed by asking children 8 “yes/no” questions after each story. Furthermore, on a different day of the study, the Preschool Language Scales Fifth Edition (PLS-5) method was used to examine the child’s current level of receptive and expressive speech development. A 32-channel EEG was obtained using a Brain Products actiCHamp (Brain Products GmbH, Gilching, Germany) with reference electrodes positioned at the FCz location. EEG pre-processing was completed with the MNE library for Python, which entailed data filtering between 1 and 15 Hz, visually examining record for any noisy channels, interpolation of deficient channels (as needed), removal of oculomotor artifacts using independent component analysis, and re-referencing the EEG recording to an average electrode. The EEG and stimulus were synchronized by labeling at the start of the stimulus. They were subsequently aligned during specific epochs. Processing was carried out with MATLAB (version 2021b) using the mTRF Toolbox [1]. The Toolbox’s functions were employed to assess the speech stimulus envelope, which was then introduced as input to the TRF. The stimulus and EEG sampling rate were reduced to 128 Hz, and the analysis used a time window ranging from –200 to 800 ms. The TRF prediction coefficient, representing the correlation coefficient between actual data and data predicted by the model post-training and cross-validation, was selected for analysis. The mean value for prediction coefficients across the entire sample was 0.041 (range: –0.002 to 0.106). These coefficients were significantly different from zero (t(55)=13.1, p 0.001). Additionally, a significant positive correlation was found between the prediction coefficients averaged intraindividually across all EEG channels and the age of the participants (r=0.379, p=0.004). The linear model underlying the TRF was able to predict the EEG signal better as the age of the child increased. A significant positive correlation was observed between the prediction coefficient values and the values on the receptive speech scale of the PLS-5 (r=0.33, p=0.026). In addition, PLS-5 scores were strongly correlated with age (r=0.596, p 0.001). There was a positive correlation observed between the model prediction coefficient and the scores obtained from the listening comprehension questionnaire (r=0.39, p=0.012). Additionally, the questionnaire scores were found to be significantly associated with scores from the PLS-5 receptive speech scale (r=0.82, p 0.001) as well as with the age of study participants (r=0.51, p=0.001). Substantively, the predictive coefficient of the temporal response function illustrates the cortical tracking process of the stimulus currently receiving attention and is significantly associated with listening comprehension [2, 3]. Our research indicates a significant and positive correlation between children’s age, their comprehension of speech as measured by the PLS-5 method, and the results of the listening comprehension questionnaire conducted immediately after the experimental task. The prediction coefficient supports this finding. Thus, the use of the temporal response function enables the evaluation of the cerebral cortex’s capacity to follow the acoustic signal of speech in children. Additionally, this approach yields neurophysiological markers of speech reception and comprehension processes. It is feasible to apply an experimental framework to identify neurophysiological correlations of receptive speech across various age groups and participants with varying levels of language and speech skills. The experimental paradigm presented here is a component of research carried out by the Neurobiology of Oral and Written Speech in Developmental Disorders division at the Center for Cognitive Sciences, Sirius University. The authors extend their gratitude to the study participants and project team.

This article discusses the problem of editing high quality video, which is used in commercial digital cinema using the Full / Quad / Ultra High Definition screen resolution option. Today, in the age of high information technologies, there is a rapid growth in the volume of information flows and, as a result, the formation of new knowledge and methods of activity with the help of video content. Therefore, the problem of increasing the efficiency of using software for creating high quality video content becomes urgent. Editing of high-quality video content is associated with the need to sort and store various segments or fragments of a video sequence in the process of processing or restructuring the source material for subsequent intra-frame or between frame editing. Naturally, high quality video content has a significant amount of data and takes up a lot of storage space. Hence, the problem arises of finding methods to increase the efficiency of using software for creating high quality video content. To solve this problem, a systematic analysis of the video content production process was carried out, a certain problem of editing (composing) as the need to reduce the editing time in the process of processing or restructuring the source material as a condition for increasing the efficiency of the video content editor. Analyzed from the point of view of technical and software video editing procedures, namely: special effects, do video correction, cutting, joining, applying various transitions, overlaying and editing sound and others. Consider the types of video content editing: linear or non-linear, and their components: parallel editing, accent editing, intra-frame between frame editing. The difficulties that arise during editing have been identified: conversion time, the required amount of memory (operative and hard disk). Analyzed from the point of view of hardware and software, procedures, algorithms for their implementation, advantages and disadvantages. Consider the requirements for high quality video equipment, namely: formats screen resolution Full / Quad / Ultra High Definition. 2K, 4K, 8K. The performed analysis of the characteristics of professional video editing software: Adobe Premiere Pro, Pinnacle Studio, Edius, Movavi Video Editor, Sony Vegas Pro, Windows Movie Maker, Final Cut Pro X, Avid Media Composer. Based on the performed system analysis, the requirements for computers and equipment for video editing: for a processor, video card, RAM, storage memory (HDD hard drives), monitor, matrix type.

Due to the drastic increase in the generation of high-quality fake images in social networking, it is essential to design effective recognition approaches. Image/video manipulation defines any set of actions which can be carried out on digital content by the use of software editing approaches or artificial intelligence. A major kind of image and video editing comprises replicating the regions of the image, named as copy-move technique. Conventional image processing methods physically search for the pattern relevant to the replicated contents, restricting the utilization in massive classification of data. Contrastingly, the recently developed deep learning (DL) models have exhibited promising performance over the traditional models. In this aspect, this paper presents an intelligent deep learning based copy move image forgery detection (IDL-CMIFD) technique. The proposed IDL-CMIFD technique intends to design a DL model to classify the candidate images into two classes: original and forged/tampered and then localized the copy moved regions. In addition, the proposed IDL- CMIFD technique involves the Adam optimizer with EfficientNet based feature extractor to derive a useful set of feature vectors. Moreover, chaotic monarch butterfly optimization (CMBO) with deep wavelet neural network (DWNN) model is applied for classification purposes. The CMBO algorithm is utilized to optimally tune the parameters involved in the DWNN model in such a way that the classification performance gets improved. The performance validation of the proposed model takes place on benchmark MICC-F220, MICC- F2000, MICC-F600 datasets. A wide range of comparative analyses is performed and the results ensured the better performance of the IDL-CMIFD technique in terms of different evaluation parameters.

In recent years the application of computer-based image processing techniques to a range of traffic data collection tasks has been successfully demonstrated. In a similar field of research carried out by the author at the University of Wales College of Cardiff, a system based on commercial image processing hardware, a 80486 IBM PC-AT and a video recorder was assembled. The main aim was to develop a system for automatic vehicle data measurement and to extend its application to the collection and analysis of pedestrian data. This paper will focus on the development of the system for vehicle detection and measurement. A direct segmentation technique on the video images was adopted as a standard method of vehicle identification. The identification of the presence of an individual vehicle based on brightness information at relatively few sample points within the images was possible. Double threshold values were applied to the area of interest for the conversion of the area into a binary form. To compensate for the ambient lighting changes, a method of updating threshold values sequentially was introduced. The suitability of the approach and detection algorithm was assessed by analysing a video tape containing a traffic scene for the measurement of vechicle movement. This tape is typical of tapes from which data have been extracted manually using event recorders. Although the performance of the implementation algorithms needs to be further assesed, the preliminary results have demonstrated the success of collecting data for vehicle counts, speeds and headways with reasonable accuracy.

The broad availability of tools for the acquisition and processing of multimedia signals has recently led to the concern that images and videos cannot be considered a trustworthy evidence, since they can be altered rather easily. This possibility raises the need to verify whether a multimedia content, which can be downloaded from the internet, acquired by a video surveillance system, or received by a digital TV broadcaster, is original or not. To cope with these issues, signal processing experts have been investigating effective video forensic strategies aimed at reconstructing the processing history of the video data under investigation and validating their origins. The key assumption of these techniques is that most alterations are not reversible and leave in the reconstructed signal some “footprints”, which can be analyzed in order to identify the previous processing steps. This paper presents an overview of the video forensic techniques that have been proposed in the literature, focusing on the acquisition, compression, and editing operations, trying to highlight strengths and weaknesses of each solution. It also provides a review of simple processing chains that combine different operations. Anti-forensic techniques are also considered to outline the current limitations and highlight the open research issues.

IntroductionIn 2016, the online cause #Mission22 went viral on social media. Established to raise awareness about high suicide rates among US military veterans, the campaign involves users posting a video of themselves doing 22 push-ups for 22 days, and on some platforms, to donate and recruit others to do the same. Based on a ‘big data’ analysis of Twitter data (over 225,883 unique tweets) during the height of the campaign, this article uses #Mission22 as a site in which to analyse how people depict, self-represent and self-tell as moral subjects using social media campaigns. In addition to spotlighting how such movements are mobilised to portray moral selves in particular ways, the analysis focuses on how a specific online cause like #Mission22 becomes popularly supported from a plethora of possible causes and how this selection and support is shaped by online networks. We speculate that part of the reason why Mission22 went ‘viral’ in the highly competitive attention economies of social media environments was related to visual depictions of affective bodily, fitness and moral practices.Web 2.0 Culture: Self and Mass DepictionWeb 2.0 culture such as social networking sites (eg., Facebook; Instagram), the advent of video sharing technologies (eg., YouTube) and more recently, micro-blogging services like Twitter have created new and transformative spaces to create, depict and display identity. Web 2.0 is primarily defined by user-generated content and interaction, whereby users are positioned as both consumer and producers, or ‘produsers’ of Web content (Bruns and Schmidt). Challenging traditional “broadcast” media models, Web 2.0 gives users a platform to produce their own content and for “the many” to communicate “with the many” (Castells). The growth of mass self communication, supported by broadband and wireless technologies, gives unprecedented power to individuals and groups to depict and represent their identities and relationships to a potential global audience.The rise of user-generated communication technologies dovetails with broader analyses of the changing contours of self and identity in late-modern times. Individuals in the early decades of the 21st century must take charge for how they depict, portray and self-tell as distinctive, unique and individual subjects (Beck and Beck-Gernsheim; Giddens; Bauman). As contemporary lives become less bound to the strictures of tradition, community and religion, the self becomes a project to be worked out and developed. These theorists suggest that via processes of individualisation, detraditionalisation and globalisation, contemporary subjects have become disconnected from the traditional coordinates of community and are thus faced with the imperative of self-construction and reinvention (Elliott and Lemert).More recently, theoretical and empirical work has attempted to interpret and evaluate how networks of mass self-depiction powered by new digital and wireless technologies are reshaping identity practices. For some theorists, like Bauman (Consuming 2) and Turkle, Web 2.0 is a worrying trend. Bauman suggests in the “confessional society” – think reality TV, talk shows, social media – people are compelled to curate and reflect upon their lives in the public realm. These public acts of self-depiction are part of a move to treating the self as a brand to be consumed, “as products capable of drawing attention, and attracting demands and customers” (Bauman and Lyon 33). The consumer quality of new communications sees connections replace relationships as social bonds become short-term and brittle. Turkle makes a similar argument, suggesting that our preoccupation with online curation centres on controlling our identities and depicting “perfect” versions of ourselves. The result is diminished forms of intimacy and connection; we preach authenticity and realness but practice self-curation and self-stylisation.A more positive body of literature has examined how Web technologies work as tools for the formation of self. This literature is based on more close-up and detailed readings of particular platforms and practices rather than relying on sweeping claims about technology and social change. Following Foucault, Bakardjieva & Gaden argue that personal blogs and social networking site (SNS) profiles constitute a contemporary technology of the self, whereby users employ Web 2.0 technologies in everyday life as practices of self care and self-formation. In a similar way, Sauter argues that SNSs, and in particular Facebook, are tools for self-formation through the way in which status updates provide a contemporary form of self-writing. Eschewing the notion of social media activity as narcissistic or self-obsessive, Sauter argues that SNSs are a techno-social practice of self-writing that facilitate individuals to “form relations to self and others by exposing themselves to others and obtaining their feedback” (Sauter 836). Other research has explored young people’s sustained use of social media, particularly Facebook, and how these sites are used to tell and archive “growing up” narratives and key rites of passage (Robards and Lincoln).One area of research that has been overlooked is how people use social media to construct and depict moral identity. Following Sauter’s arguments about the self work that occurs through networked self-writing, we can extend this to include the ethical self work performed and produced through online depictions. One exception is work by Hookway which analyses how people use blogs – an earlier Web 2.0 form – to write and self-examine their moral experiences. This research shows how bloggers use blogging as a form of online self-writing to construct a do-it-yourself form of morality that emphasises the self, emotions, body and ideals of authenticity. Hookway highlights the idea that morality is less about obedience to a code of rules or following external laws to becoming a particular moral person through a set of self-practices. Paralleling broader shifts in identity construction, people are no longer bound to the inherited guidelines of the past, morality becomes a project to be worked out, designed and depicted in relation to Others (Hookway).In Foucault’s terms, morality involves a process of ethical self-stylisation – an “aesthetics of existence” – based on “the ethical work of the self on the self” (Foucault 91). “Care of the self” involves a “set of occupations” or “labours” that connect and link the self to the Other through guidance, counselling and communication (Foucault 50). For Foucault, self-creation and self-care imply “care for others” as individuals perform a mutual concern with achieving an “art of existence”. This is a reciprocated ethics that obligates the individual to care for others in order to help them care for themselves.This stylisation of the ethical self has been drastically reshaped by the new opportunities for self-expression, belonging and communication offered in our digitally networked society. Digital worlds and spaces create new multi-media modes for individuals and groups to depict, perform and communicate particular moral identities and positions. Web 2.0 technologies are seeing the boundaries between the private and public sphere collapse as more people are willing to share the most intimate part of their moral lives with a diverse mix of strangers, friends, family and associates.The confessional quality of online spaces provide a unique opportunity to analyse “lay morality” or everyday moral understandings, constructions and depictions and how this is co-produced in relation to new technological affordances. Following Sayer (951), morality is defined as “how people should treat others and be treated by them, which of course is crucial for their subjective and objective well-being”. Morality is understood as a relational and evaluative practice that involves being responsive to how people are faring and whether they are suffering or flourishing.In this article, we use the #Mission22 campaign – a campaign that went “viral” across multiple social media platforms – as a unique site to analyse and visualise lay moral depictions and constructions. Specifically, we analyse the #Mission22 campaign on Twitter using a big data analysis. Much of the empirical work on online self construction and depiction is either purely theoretical in the vein of Bauman, Turkle and Sauter or based on small qualitative samples such as the work by Lincoln and Robards and Author A. This article is unique not only in investigating the crafting of moral depictions in Web 2.0 forums but also in the scale of the textual and visual representation of mass moral self-depictions it captures and analyses. Big Data Analysis of #Mission22 on TwitterIn order to empirically examine the #Mission22 campaign on Twitter, we used the Twitter API to collect over three months of tweets that contained the campaign hashtag (from 20 Aug. 2016 to 1 Dec. 2016). This resulted in a dataset of 2,908,559 tweets, of which 225,883 were non-duplicated (i.e., some tweets were collected multiple times by the crawler).There were 3,230 user accounts participating during this period, with each user tweeting 70 times on average. As Figure 1 shows, a sizeable percentage of users were quite active at the height of the campaign, although there is clearly a number of users who only tweeted once or twice. More specifically, there were 1,232 users (or 38%) who tweeted at least 100 times, and on the other hand 1080 users (or 33%) who only tweeted two times or less. In addition, a tiny number of ‘power users’ (18 or 0.006%) tweeted more than 400 times during this period. Figure 1: Frequency distribution of #Mission22 tweets for each user in the datasetTo get a sense of what users were talking about during the campaign, we constructed a wordcloud out of the text data extracted from the tweets (see Figure 2). To provide more information and context, usernames (preceded with @) and hashtags (preceded with #) were included along with the words, providing a set of terms. As a result, the wordcloud also shows the user accounts and hashtags that were mentioned most often (note that #Mission22 was excluded from the data as it, by definition of the data collection process, has to occur in every tweet). In order to remove meaningless terms from the dataset we applied several text processing steps. First, all terms were converted to lowercase, such that “Veteran” and “veteran” are treated as the same term. Next, we applied a technique known as term frequency-inverse document frequency (tf-idf) to the tweet text data. Tf-idf effectively removes terms that occur so frequently that they provide no interesting information (e.g., the term “mission22”), and also terms that occur extremely infrequently. Finally, we removed English “stop words” from the text data, thereby eliminating common words such as “the” and “and”. Figure 2: Wordcloud of the #Mission22 tweet contentAs Figure 2 shows, the most frequent terms revolve around the campaign message and call-to-action for suicide awareness, including, for example, “day”, “veteran”, “support”, “push-ups”, “band”, “challenge”, “suicide”, “fight”, and “alone”. A number of user accounts are also frequently mentioned, which largely relate to the heavily retweeted users (discussed further below). Furthermore, alongside the central #mission22 hashtag, a number of other popular hashtags were in circulation during the campaign, including “#veteran”, “#americasmission”, “#22kill”, and “#22adayis22toomany”. Table 1 provides the top 50 most frequently occurring terms in decreasing order.Table 1: Top 50 words in the #Mission22 tweet content (decreasing order)1-1011-2021-3031-4041-50day@mrbernardedlong@uc_vetsnothingveteran#veteranbetter@kappasigmauceverysupporteverydaybelieve@ucthetachimissionpush-upschallengetodaytakehelp@sandratxassuicidehaulone#22kill@defensebaronveteransawarenessjustsay@the_usofightaccepted@piedmontlax#veterans@nbcnewsaloneptsdgoodweaknessbandvets22kwrong#nevertrumpcimmunity [sic]#americasmissionshoutoutgodwillA surprising finding of our study is that the vast majority of tweets are simply just retweets of other users. The number of retweets was 223,666, which accounts for about 99% of all tweets in the dataset. Even more surprising was that the vast majority of these retweets are from a single tweet. Indeed, 221,088 (or 98%) of all tweets in the dataset were retweets of the following tweet that was authored on 2 March 2015 by @SandraTXAS (see Figure 3). Clearly we can say that this tweet went ‘viral’ (Jenders et al) in the sense that it became frequently retweeted and gained an increasing amount of attention due to its cumulative popularity and visibility over time. Figure 3: #1 most retweeted #Mission22 tweet – @SandraTXAS (https://twitter.com/SandraTXAS)This highly retweeted or viral #Mission22 tweet provides a point of departure to examine what aspects of the tweet content influence the virality or popularity of #Mission22 tweets during the height of the campaign. To do this, we extracted the next nine most retweeted tweets from our dataset, providing an analysis of the “top 10” retweets (including the @SandraTXAS tweet above). Figure 4: #2 most retweeted - @mrbernarded (https://twitter.com/mrbernarded/status/776221040582295553)This tweet was retweeted 715 times in our dataset. Figure 5: #4 most retweeted - @Mission22 (https://twitter.com/Mission22/status/799872548863414272)This was retweeted 317 times in our dataset. Figure 6: #4 most retweeted - @UCThetaChi (https://twitter.com/UCThetaChi/status/784775641430384640)This was retweeted 180 times in our dataset. Figure 7: #5 most retweeted - @PamKeith2016 (https://twitter.com/PamKeith2016/status/782975576550305792)This was retweeted 121 times in our dataset. Figure 8: #6 most retweeted - @PiedmontLax (https://twitter.com/PiedmontLax/status/770749891698122752)This was retweeted 105 times in our dataset. Figure 9: #7 most retweeted - @PiedmontLax (https://twitter.com/PiedmontLax/status/771181070066692098) This was retweeted 78 times in our dataset. Figure 10: #8 most retweeted - @PatriotBrother (https://twitter.com/PatriotBrother/status/804387050728394752) This was retweeted 59 times in our dataset. Figure 11: #9 most retweeted - @alexgotayjr (https://twitter.com/alexgotayjr/status/787112936644849664) This was retweeted 49 times in our dataset. Figure 12: #10 most retweeted - @csjacobson89 (https://twitter.com/csjacobson89/status/772921614044233729) This was retweeted 45 times in our dataset.DiscussionThis article has provided the first “big data” analysis of the #Mission22 movement that went viral across multiple social media platforms in 2016. We began by arguing that Web 2.0 has ushered in profound changes to how people depict and construct identities that articulate with wider transformations in self and identity in conditions of late-modernity. The “confessional” quality of Web 2.0 means individuals and groups are presented with unprecedented opportunities to “mass self-depict” through new communication and Internet technologies. We suggest that the focus on how Web technologies are implicated in the formation of moral subjectivities is something that has been overlooked in the extant research on identity and Web 2.0 technologies.Filling this gap, we used the #Mission22 movement on Twitter as an empirical site to analyse how contemporary subjects construct and visually depict moral identities in online contexts. A central finding of our analysis of 225883 Twitter posts is that most engagement with #Mission22 was through retweeting. Our data show that retweets were by far the most popular way to interact and engage with the movement. In other words, most people were not producing original or new content in how they participated in the movement but were re-sharing – re-depicting – what others had shared. This finding highlights the importance of paying attention to the architectural affordances of social media platforms, in this case, the affordances of the ‘retweet’ button, and how they shape online identity practices and moral expression. We use moral expression here as a broad term to capture the different ways individuals and groups make moral evaluations based on a responsiveness to how people are faring and whether they are suffering or flourishing (Sayer). This approach provides an emic account of everyday morality and precludes, for example, wider philosophical debates about whether patriotism or nationalistic solidarity can be understood as moral values.The prominence of the retweet in driving the shape and nature of #Mission22 raises questions about the depth of moral engagement being communicated. Is the dominance of the retweet suggestive of a type of “moral slacktivism”? Like its online political equivalent, does the retweet highlight a shallow and cursory involvement with a cause or movement? Did online engagement translate to concrete moral actions such as making a donation to the cause or engaging in some other form of civic activity to draw attention to the movement? These questions are beyond the scope of this article but it is interesting to consider the link between the affordances of the platform, capacity for moral expression and how this translates to face-to-face moral action. Putting aside questions of depth, people are compelled not to ignore these posts, they move from “seeing” to “posting”, to taking action within the affordances of the architectural platform.What then is moving Twitter users to morally engage with this content? How did this movement go viral? What helped bust this movement out of the “long tail distribution” which characterises most movements – that is, few movements “take-off” and become durable within the congested attention economies of social media environments. The Top 10 most retweeted tweets provide powerful answers here. All of them feature highly emotive and affective visual depictions, either high impact photos and statements, or videos of people/groups doing pushups in solidarity together. The images and videos align affective, bodily and fitness practices with nationalistic and patriotic themes to produce a powerful and moving moral cocktail. The Top 50 words also capture the emotionally evocative use of moral language: words like: alone, fight, challenge, better, believe, good, wrong, god, help, mission, weakness and will.The emotional and embodied visual depictions that characterise the the Top 10 retweets and Top 50 words highlight how moral identity is not just a cerebral practice, but one that is fundamentally emotional and bodily. We do morality not just with our minds and heads but also with our bodies and our hearts. Part of the power of this movement, then, is the way it mobilises interest and involvement with the movement through a physical and embodied practice – doing push-ups. Visually depicting oneself doing push-ups online is a powerful display of morality identity. The “lay morality” being communicated is that not only are you somebody who cares about the flourishing and suffering of Others, you are also a fit, active and engaged citizen. And of course, the subject who actively takes responsibility for their health and well-being is highly valued in neoliberal risk contexts (Lupton).There is also a strong gendered dimensions to the visual depictions used in #Mission22. All of the Top 10 retweets feature images of men, mostly doing push-ups in groups. In the case of the second most popular retweet, it is two men in suits doing push-ups while three sexualised female singers “look-on” admiringly. Further analysis needs to be done to detail the gendered composition of movement participation, but it is interesting to speculate whether men were more likely to participate. The combination of demonstrating care for Other via a strong assertion of physical strength makes this a potentially more masculinised form of moral self-expression.Overall, Mission22 highlights how online self-work and cultivation can have a strong moral dimension. In Foucault’s language, the self-work involved in posting a video or image of yourself doing push-ups can be read as “an intensification of social relations”. It involves an ethics that is about self-creation through visual and textual depictions. Following the more pessimistic line of Bauman or Turkle, posting images of oneself doing push-ups might be seen as evidence of narcissism or a consumerist self-absorption. Rather than narcissism, we want to suggest that Mission22 highlights how a self-based moral practice – based on bodily, emotional and visual depictions – can extend to Others in an act of mutual care and exchange. Again Foucault helps clarify our argument: “the intensification of the concern for the self goes hand in hand with a valorisation of the Other”. What our work does, is show how this operates empirically on a large-scale in the new confessional contexts of Web 2.0 and its cultures of mass self-depiction. 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Modernity and Self-Identity: Self and Society in the Late Modern Age. Cambridge: Polity, 1991.Hookway, Nicholas. “The Moral Self: Class, Narcissism and the Problem of Do-It-Yourself Moralities.” The Sociological Review, 15 Mar. 2017. <http://journals.sagepub.com/doi/abs/10.1177/0038026117699540?journalCode=sora>.Jenders, Maximilian, et al. “Analyzing and Predicting Viral Tweets.” Proceedings of the 22nd International Conference on World Wide Web (WWW). Rio de Janeiro, 13-17 May 2013.Kata, Anna. “Anti-Vaccine Activists, Web 2.0, and the Postmodern Paradigm: An Overview of Tactics and Tropes Used Online by the Anti-Vaccination Movement.” Vaccine 30.25 (2012): 3778–89.Lincoln, Sian, and Brady Robards. “Editing the Project of the Self: Sustained Facebook Use and Growing Up Online.” Journal of Youth Studies 20.4 (2017): 518–531.Lupton, Deborah. The Imperative of Health: Public Health and the Regulated Body. 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Photo by Sam McGhee on Unsplash ABSTRACT Medical education has a long history of discriminatory practices. Because of the hierarchy inherent in medical education, underrepresented-in-medicine (URiM) students are particularly vulnerable to discrimination and often feel they have limited recourse to respond without repercussions. URiM student leaders at a USA medical school needed their peers, faculty, and administration to know the institutional racism and other forms of discrimination they regularly experienced. The students wanted to share first-person narratives of their experiences; however, they feared retribution. This paper describes how the medical students partnered with a theater company that applied elements of verbatim theater to anonymously present student narratives and engage their medical school community around issues of racism and discrimination. The post-presentation survey showed the preponderance of respondents increased understanding of URiM student experiences, desired to engage in conversation about inclusion, equity, and diversity, and wanted to make the medical school more inclusive and equitable. Responses from students showed a largely positive effect from sharing stories. First-person narratives can challenge discriminatory practices and generate dialogue surrounding the experiences of URiM medical students. Authors of the first-person narratives may have a sense of empowerment and liberation from sharing their stories. The application of verbatim theater provides students the safety of anonymity, thereby mitigating fears of retribution. INTRODUCTION The field of medicine has a long history of discriminatory practices toward racial and ethnic minorities, women, and members of the LGBTQ+ community.[1] Because of the inherent hierarchy in medical education, medical students are particularly vulnerable to discriminatory practices and may feel they have limited recourse to respond to discrimination.[2] Underrepresented-in-medicine (URiM) students experience “death by a thousand cuts,” often with the perception that they are alone to shoulder and overcome injurious behavior inflicted by peers, faculty, and administrators. l. Social Impetus and Desire for Change Spring 2020 saw the confluence of three social exigencies in the United States: the disproportionate burden of the COVID-19 pandemic on people of color;[3] wide-spread awareness of racist police brutality;[4] and resurgence of demands for equity within medicine by the White Coats for Black Lives organization.[5] URiM student leaders at the Frank H. Netter MD School of Medicine at Quinnipiac University, CT, USA, felt compelled to awaken their medical school community to the bias and discrimination they faced regularly. The URiM student leaders (15 people representing Student National Medical Association, Latinx Medical Student Association, Netter Pride Alliance, Asian Pacific American Medical Student Association, Student Government Association, and White Coats for Black Lives) met regularly with the medical school dean and associate deans to address issues of culture and institutional racism. They needed their peers, faculty, and administration to know that institutional racism and other forms of discrimination were present in the school of medicine, despite vision and mission statements that prioritize equity and inclusion. To that end, in addition to advocating for policy changes, the URiM student leaders wanted to share personal stories from their classmates with the hope that the narratives had the power to instigate change for the better at the school of medicine. They wanted to be heard and seen and to have their perceptions recognized and valued; yet, they could not shake the fear of retribution if they were truly honest about their experiences. Therefore, the students concluded that anonymous storytelling was the safest approach. ll. Foundational Deliberations and Partnership To anonymizing their stories, the students first had to deliberate two foundational features: One: How to account for a plurality of opinions and make decisions? Two: How to speak about their personal experiences and maintain anonymity? The 15 URiM student leaders elected three students (GH, VS, SD) to organize the event and imbued the three organizers with decision-making capacity. The three students, named the Crossroads Organizers, arrived at decisions by consensus. With the aim of maintaining student anonymity, a faculty member (AW) suggested the students investigate using a theater company to present their stories – the premise being that the actors would provide anonymous cover for the students while speaking the students’ words. Having a script comprised exclusively of storytellers’ words is a foundational technique of verbatim theater.[6] The students decided the Crossroads Organizers would meet theater company representatives to seek assurance that their stories would be presented with respect and appropriate representation. Squeaky Wheelz Productions[7] is a theatrical production company specializing in giving voice to the stories of minoritized individuals. lll. Recruit Story Authors The Crossroads Organizers used email and social media platforms such as Facebook, GroupMe, and Instagram to invite medical students to author stories. Authors were given three weeks to submit their stories via an anonymous survey drop on Google Forms, thus assuring that no one, including the Crossroads Organizers, knew the identity of the story authors. lV. Work with the Theater Company The Crossroads Organizers met with the director of the theater company (AMW) multiple times to discuss logistics for the production. The director guided the medical students to refine their goals for the audience and authors (see Theater Company Process) and establish the timeline and task list to arrive at a finished product promptly. Initially, the Crossroads Organizers thought it would be a good idea to have the authors and actors meet to discuss their specific stories and roles. However, after further discussion, they decided that meeting would compromise the anonymity of the student authors and might discourage them from coming forward. Instead, they let the authors know they had the option of meeting their actor. In the Google Forms survey, the Crossroads Organizers provided the opportunity for authors to list specific demographic characteristics of the actor they wanted to portray their story. For example, a Latinx author could choose to have a Latinx actor portray their story. V. Theater Company Process The Squeaky Wheelz actors and director met to discuss how best to use their artistic skills to serve the students’ goals. Given that the collaboration occurred amid the COVID-19 pandemic, there were health, safety, technology, and geography parameters that informed the creative decisions. Actors were recorded individually, and then the footage was edited to create one cohesive piece. Using video meant that in addition to the artistic choices about casting, tone, pacing, and style (which are elements of an in-person event), there were also choices about editing, sound, and mise-en-scéne (“putting in the scene” or what is seen on screen). The Squeaky Wheelz director collaborated with the Crossroads Organizers about the project goals for their audience and colleagues. For example, the theater company encouraged the Crossroads Organizers to consider questions such as: Do they want to tell the viewer what to feel? If a student author identified their race or ethnicity in their story, should casting reflect that as well? Is there anything they would like the audience to know in a disclaimer, or should the stories stand on their own? Consequent to the discussions, the theater company made the decision to not include music or sound (often used in film to dictate emotion), to cast actors of the same race or ethnicity if the author included such identifiers, and to create an introduction for the piece. The introduction stated: “The stories you are about to hear are the true, lived experiences of students in this program, read by actors. Students submitted these words anonymously. We, the actors, ask you to listen.” The Crossroads Organizers expressed their goal was to share the stories authentically and to be clear that these were real experiences, not fictional accounts performed by actors. To serve these goals artistically in the mise-en-scéne, each actor was filmed in front of a plain white wall, in a medium-close-up, and holding a piece of white paper in the bottom corner of the frame from which they read the story. The actors looked straight to the camera for most of their reading, occasionally looking down to the paper to indicate that these words belonged to someone else visually. Actors were directed to “read the words,” not “perform the story” – to communicate the words simply and clearly rather than projecting an assumed emotionality behind the story. This choice was made for two reasons: One, the stories were submitted anonymously, and an assumed emotion may have been inaccurate to the author’s intention; two, without projecting assumed emotionality, the audience has permission to feel and think for themselves in response. All the actors worked independently to prepare for their virtual shoot dates. They also were available if any student authors wanted to meet about their personal stories. [One author chose to meet with their actor.] The final production, comprised of 16 student stories, was entitled Netter Crossroads: A Discourse on Race, Gender, Sexuality, and Class. Vl. Finding the Audience Knowing the unique features and importance of the video as a tool to increase awareness of institutional racism and discrimination within the school community, the Crossroads Organizers aimed to secure as large a viewing audience as possible. To that end, they sought and obtained approval from the dean of the school of medicine to show the video during the Annual State of the School Address, which historically is delivered on the first day of classes and attracts a sizable cross-section of students, faculty, and staff. The Crossroads Organizers asked the dean and associate deans to make event attendance mandatory to engage as many students and faculty as possible in active reflection about discrimination, racial inequality, and social injustice within the medical education community. The deans agreed to make attendance mandatory for first-year medical students and to strongly encourage all other students, faculty, and staff to attend. The Annual State of the School Address is typically an in-person event. Because of the COVID-19 pandemic, all university events had to be hosted virtually on Zoom. The Crossroads Organizers valued the real-time shared experience of viewing the video as a community, so they decided to divide the video into four short segments. The shorter length increased the likelihood that the video’s audio and visual quality was not affected. Between the video segments, the Crossroads Organizers presented national data about underrepresentation in medicine. Vll. Attendee Feedback The 2020 State of the School event had 279 attendees who watched the video, Netter Crossroads: A Discourse on Race, Gender, Sexuality, and Class, in real-time. The audience was comprised of medical students, medical school faculty, staff, and administrators, and university administrators. A four-question Likert-scale survey and open-response field disseminated after the event indicated the vast preponderance of attendees were favorably impressed by the Crossroads video (see Table 1). Approximately 84 percent (67/80) of respondents strongly agreed or agreed with the statement that their understanding of URiM student experiences had increased based on the presentation. Approximately 82 percent (66/80) of respondents strongly agreed or agreed with the statement that the Crossroads presentation effectively conveyed the challenges of URiM students. Seventy percent of respondents (56/80) strongly agreed or agreed with the statement that they were more inclined to engage in conversation about inclusion, equity, and diversity since seeing the Crossroads presentation. Approximately 77 percent (62/80) of respondents strongly agreed or agreed that since seeing the Crossroads presentation, they wanted to learn more about how to help make the medical school more inclusive and equitable. Table 1. Likert-scale survey results after viewing Crossroads video (N=80). The open-response field attracted 24 commentators who largely made favorable comments. Representative favorable comments included: “That was a great presentation. I wish I could hear more from students like that.” “A big thank you to the students who conveyed their stories to the actors – that was a heavy lift.” “Hearing the stories of people at Netter made this presentation hit close to home.” “The Crossroads presentation was outstanding and really opened my eyes to things that I had no idea were happening or that I had never even thought about.” “Definitely we need to hear more of these voices. Very powerful and moving session!” “It was powerful to hear real students’ experiences, played by actors…It communicated to me that Netter is…really committed to improving diversity and inclusion.” Representative unfavorable comments include: “I found this style confrontational instead of conversant/dialogue, and that may have been what the students were going for…but dialogue might have been just as, if not more, effective…” “I fear that welcoming new students virtually to our school by sharing stories of bias, racism, and sexism at our own institution may have left them feeling even more isolated and insecure.” “We need less of these presentations.” Vlll. Student Author Survey After the assembly, the Crossroads Organizers posted announcements on their social media sites inviting the student authors to respond to two queries about their experiences of sharing their stories. Since the student authors were anonymous and unknown to the Crossroads Organizers, they could not directly query the student authors. Instead, the posted announcement asked for open responses to the following questions: a. How did writing and sharing your personal experience at Netter make you feel? b. How did viewing your story portrayed by actors during the state of the school address make you feel? Six of the sixteen student authors put their responses anonymously in a Google Forms survey drop. The authors indicated a range of feelings about writing and sharing their personal experiences. Several authors expressed appreciation for the process and the psychotherapeutic effects. “I feel as though it was an opportunity for my voice to be heard in an anonymous way.” [student author #3] “Empowered to get that frustration out.” [student author #4] “It helped me process some thoughts and emotions that were bothering me subconsciously. I was allowing things like microaggressions affect me without actually addressing the issues.” [student author #6] Others focused on the value of having an audience for their experience. “I feel as though at school, I am never in safe spaces to be able to share my concerns, and that my voice is never heard. I just appreciated being able to vent to someone else about my experiences other than my friends.” [student author #3] “Before this presentation, I had only shared my feelings about being viewed as a minority at school privately with my close friends. Hearing someone else’s stories normalized my feelings of isolation (unfortunately).” [student author #5] Two authors expressed concern about how their stories would be received. “A little worried about the reaction.” [student author #1] “Vulnerable, scared, apprehensive.” [student author #2] The authors also had a range of responses about their experience of seeing their stories portrayed by actors. For some, there was a sense of exuberance and activation. “Really empowered!” [student author #1] “The actors were excellent and really funneled our voices. Viewing both my story and the other students’ [stories] made me realize there is so much work that needs to be done in predominantly white medical schools.” [student author #5] Others conveyed hopefulness. “Heard…like attempts were made to at least take my experience seriously.” [student author #2] Some students experienced conflicting and even negative emotions. “It made me feel sad, but also proud…” [student author #3] “The negative stress racism and discrimination that plays on underrepresented medical students is traumatizing and completely unfair. We are all trying to succeed as future physicians and none of us should carry the burden of feeling targeted based on our skin color or physical features. Viewing the other stories made me feel angry that these micro/macro-aggressions are tolerated every single day.” [student author #5] “It made me feel vulnerable that my experience was on display for the community to see.” [student author #6] And finally, there was mention of the psychodynamic processing that took place from seeing their experiences. “I felt that it was relatively therapeutic.” [student author #3] “It also helped me work through the emotions that I had been suppressing.” [student author #6] CONCLUSION Discriminatory practices often go unnoticed or unmentioned in the medical education setting. Failure to address discriminatory practices leads to isolation, stress, and disempowerment. To mitigate these harms, the medical school curriculum should enable conversations and events about racism and other forms of discrimination. URiM student narratives can aid faculty and student development. After viewing the stories, facilitated conversations could address questions such as the following: a. What could you do to prevent this scenario from ever even occurring? b. Now that it has occurred, how will you support this student? c. What structural changes and/or policies need to be in place for corrective action to be effective? d. If the scenario in the video happened to you, what would you do next? e. Why would you make that choice? f. Alternatively, if you witnessed this happen to a student or faculty member, what would you do? g. Why would you make that choice? h. What are the potential personal and professional consequences of your choice? In alignment with the published literature, our small sample of student author respondents experienced positive therapeutic effects from the process of writing and sharing their stories.[8] At the same time, seeing other authors’ stories of discrimination portrayed by actors ignited anger and sadness for some of our students as they recognized the depth of trauma within the community. Partnership with a theater company provides students the safety of anonymity when telling their stories, thereby allaying their fears of retribution. While some student authors maintained a sense of vulnerability despite the anonymity, they also expressed a sense of empowerment, hopefulness, and pride. Medical educators and administrators must take bold steps to address institutional racism in a meaningful way. Health humanities, including theater, can help the medical education community recognize and overcome the harms imposed on URiM students by institutional racism and other forms of discrimination and awaken capacity for compassionate, respectful, relationship-based education. [1] Hess, Leona, Palermo, Ann-Gel, and David Muller. 2020. “Addressing and Undoing Racism and Bias in the Medical School Learning and Working Environment” Academic Medicine, 95, no. 12 (December): S44-S50. https://pubmed.ncbi.nlm.nih.gov/32889933/ [2] Naif Fnais et al., “Harassment and Discrimination in Medical Training: A Systematic Review and Meta-analysis,” Academic Medicine 89, no. 5 (2014): 817-827, https://doi.org/10.1097/ACM.0000000000000200; Melody P. Chung et al., “Exploring Medical Students’ Barriers to Reporting Mistreatment During Clerkships: A Qualitative Study,” Medical Education Online 23, no. 1 (December 2018): 1478170, https://doi.org/10.1080/10872981.2018.1478170 [3] “Racial Data Transparency,” Coronavirus Resource Center, Johns Hopkins University & Medicine, accessed July 15, 2021, https://coronavirus.jhu.edu/data/racial-data-transparency [4] Radley Balko, “There’s Overwhelming Evidence that the Criminal Justice System is Racist. Here’s the Proof,” Washington Post, June 10, 2020, https://www.washingtonpost.com/graphics/2020/opinions/systemic-racism-police-evidence-criminal-justice-system/. [5] “WC4BL,” White Coats for Black Lives, accessed May 15, 2021, www.whitecoats4blacklives.org. [6] Will Hammond and Dan Steward, eds., Verbatim: Contemporary Documentary Theatre (London: Oberon Books, 2012). [7] “Our Vision,” Squeaky Wheelz Productions, accessed June 30, 2021, www.squeakywheelzproductions.com/. [8] James Pennebaker and Joshua Smyth, Opening Up by Writing It Down: How Expressive Writing Improves Health and Eases Emotional Pain, 3rd ed (New York, London: The Guilford Press, 2016).

Chat: pretty basic stuff; we can all recognise it and we can all do it. Yet when we come to define chat we have to make decisions about its character. For us, chat is defined by its 'informality' (not that we are capable of defining that), not its modality. Thus it names informal textual interaction as well as informal voiced interaction: holiday postcards, letters to friends and informal emails, along with telephone and dinner table conversation. However, in Conversation Analysis (CA) -- the pre-eminent mode of 'chat analysis' -- textually produced interaction is not considered an altogether appropriate topic, and 'textual CA' remains marginal at best (McHoul; Nelson; Mulkay). According to CA, conversation (or 'talk-in-interaction') is the primordial mode of social interaction. As a practice, ordinary talk is not considered by its practitioners to be particularly skilled (presumably because it is so basic, so pervasive, so ordinary); yet CA shows it to be a precision instrument, wielded by maestros. Subtle, nuanced and highly sensitive; yet structured, normative and accountable; it displays "order at all points" (Sacks 22), yet is entirely improvised. Moreover, the doing of talk produces and reproduces all the supposedly 'external' phenomena of the socio-psychological sciences: persons, interaction, groups, membership categories (class/gender/ethnicity), the 'sense of social structure' and ultimately society itself. For CA, 'naturally-occurring ordinary conversation' is at once the most mundane and the most consequential social phenomenon (Boden & Zimmerman; Silverman; Hutchby & Wooffitt). Part of our aim is to provoke a reconsideration of the marginal status of textually conducted interaction as a proper topic for CA. We do this by comparing two forms of CA and their corresponding data -- the CA of face-to-face conversations and the CA of Internet newsgroup messages (for the latter, see Reed, "Being 'OTP'"; Reed, "Newsgroups"; for other insider commentaries and critiques of CA practices, see Anderson and Sharrock; Bogen). The main axis of comparison between the two forms of analysis is the relevant procedures that each uses to produce its data; and in particular, the subset of these we call 'machinic-productive processes' (see Table 1). If we concentrate on the two heavily outlined boxes which list each mode's machinic-productive processes we can note first that these processes are assigned to different actors: for the CA of conversation, they are the task of the analyst, whereas for the CA of newsgroup messages, they belong to the participants. Newsgroup Messages The machinic-productive processes required to transform newsgroup messages into data for CA are carried out, pre-analytically, by newsgroup participants as an integral part of their practice. Note that the term 'participants' includes many more 'actants' than just message writers. There are other humans, mainly message readers of various kinds (active readers/writers, passive read-only 'lurkers', and, sometimes, policing readers known as 'moderators'). And crucially, there are various nonhumans too (computers, newsreading and archival/retrieval software, electronic networks); see, for the participation of nonhumans in social arrangements, Latour; and for 'actor network theory' generally, Law & Hassard. The threadedness and retrievability process sorts and juxtaposes messages with mutual reference and relevance into interactional streams known as 'threads'. Newsreading and archival/retrieval software produce a visible display of the topical and temporal relations between the messages that comprise a newsgroup. Thus the (human) newsgroup reader, and of course the analyst, is presented with pre-formed sequences of messages. This is how, at the inter-message level, the interactional character of newsgroups is built; without which, they would not be available as potential data for CA with its overriding interest in interaction. A more technical result of this machinic-productive process is the (temporary) preservation of a set of publicly-available messages. The process of textual composition and editing includes the set of co-operative procedures carried out by message writers and message-writing software. For example, messages with a 'conversational' character can be formed by the insertion of new text into edited portions of the prior message(s) automatically generated by the software's 'reply' command (for a detailed analysis of this practice, see Reed, "Sequential Integrity"). This, then, is one way that the interactional character of newsgroups is produced at the intra-message level. A further, very basic, product of this second machinic-productive process is, quite simply, text. Conversations The analyst of conversations has more (initial) work to do than has the analyst of newsgroup messages. She has to transform the raw material of some bit(s) of talk in the world into something useable, i.e. data. This involves, among other things, the machinic-productive processes of recording and transcribing. These processes are 'machinic' in that they are technologically mediated, requiring the use of audio/video recording machines and codified transcription systems. They are 'productive' because their use results in something new, something that is qualitatively distinct from the (supposedly) 'naturally-occurring' object that is said to be this novel object's original and model. Recording transforms a private, participants-only piece of talk into one that is overheard: the researcher has conjoined the interested parties; the talk has been bugged. In addition, recording transforms an ephemeral 'been and gone' occasion into a 'frozen moment', preserved out of time. Recording, then, like the machinic practices in newsgroup message production, de-privatises and preserves. These are large and consequential transformations. For example, they enable a continual return to the data for re-listening, re-hearing and possibly re-transcription (for a critique of the 'return to the data' trope, see Ashmore and Reed). Discussions of the practices of recording talk (or of its productive effects) are noticeably absent from the primary and secondary literature of CA (see, for example, Pomerantz and Fehr; Hutchby and Wooffitt; Silverman). This is not accidental. It is one aspect of a distinctive attitude in CA to its materials, as encapsulated by Harvey Sacks in the following, much quoted, comment: I started to work with tape-recorded conversations. Such materials had a single virtue, that I could replay them. I could transcribe them somewhat and study them extendedly. (Sacks 26) Let us simply note the criteria for adequate data implied here: the data must be portray-able as 'accidentally', or 'irrelevantly' collected. the data must be record-able and re-playable. the data must be transcribe-able. the data must be re-study-able. For data to be usable for CA, they must become 'independent objects' detached from their specific origins. This is achieved through their (unattended-to) availability to the machinic recording and transcription processes. Adequate data must have this 'machinic potential'. The most basic consequence of transcribing is a shift in modality from sound to text. In itself, a text is more distributable, more publicly-available than a tape. Because the transcript is a result of 'hearing work' done on the tape, it also acts as a public display of the analyst's otherwise private and subjective understandings. The particular practice of transcription used in CA is codified -- indeed, frequently capitalised -- as The [Gail] Jefferson Transcription System. A properly formulated CA transcript is not, to the uninitiated, easy to read, being full of abstruse symbols and replete with details of pauses, overlaps and false starts; the features which are usually written out of other transcriptions of talk. To the cognoscenti, however, it is precisely these elements which not only 'speak CA' but also act to produce and display the naturally-occurring character of the data. The more complex the visual 'look' of a CA transcript, and thus the more worked-up it is, the more we are persuaded of its pristine origin, 'untouched by analyst's hand'. Conclusion For mainstream CA, newsgroup messages look unpromising as material for analysis. This is because, we are arguing, they do not require the analyst to engage in the data-production processes we have outlined in our discussion of the recording and transcription of conversations. That is, the procedures needed to transform newsgroup interaction into data for analysis are less 'radical' than those needed for conversations. Newsgroup messages are, as it were, pre-'recorded' and pre-'transcribed' as an inherent part of their production: they are already public, already preserved and, of course, already text. It is our strong impression that one source of the perceived inadequacy of newsgroup material in and for CA, is a distaste for its evidently 'machinic' character; it seems to lack the stamp of a fully human origin, it seems too 'artificially occurring'. Yet, ironically, in one sense of the 'naturally occurring' criterion, newsgroup data would appear to be clearly superior to conversation. In that their worked-up, machinic character is the result of participants' work, they are considerably less mediated, more 'natural' than recorded and transcribed conversations. For the CA of conversation, we are arguing that, far from having its origin, its model, and its validation in some naturally-occurring, real-time, real-world, locally-specific occasion(s) of talk, its object only becomes recognisable as 'conversation' as a result of the machinic-productive processes we have described. All the things that, for CA, are definitional of conversation -- sequence, turn taking, adjacency pairs and the like -- gain their reality by being worked-up from data made in this way. This is equally true for the CA of newsgroups; in both domains, their respective machinic-productive processes function to manufacture chat. However, in the CA of talk, they produce something else: the myth of an unmediated origin. In formulating conversation as a naturally-occurring phenomenon, their own productive work in so doing is systematically obfuscated. The newly man-and-machine made object erases its original and replaces it with ... itself. References Anderson, R.J., and W.W. Sharrock. "Analytic Work: Aspects of the Organization of Conversational Data." Journal for the Theory of Social Behaviour 14.1 (1984): 103-24. Ashmore, M., and D. Reed. "Hearing Transcripts, Reading Tapes: The Rhetoric of Method in Conversation Analysis." Submitted to Forum Qualitative Research 1.3 (2000). Boden, D., and D.H. Zimmerman, eds. Talk and Social Structure: Studies in Ethnomethodology and Conversation Analysis. Cambridge, UK: Polity Press, 1991. Bogen, D. "The Organization of Talk." Qualitative Sociology 15 (1992): 273-96. Hutchby, I., and R. Wooffitt. Conversation Analysis: Principles, Practices and Applications. Oxford: Polity Press (UK and Europe), Blackwell Publishers Inc (USA), 1998. Latour, B. "Where Are the Missing Masses? Sociology of a Few Mundane Artefacts." Shaping Technology, Building Society: Studies in Sociotechnical Change. Eds. W. Bijker and J. Law. Cambridge, Mass.: MIT P, 1992. 225-58. Law, J., and J. Hassard, eds. Actor Network Theory and After. Oxford and Keele: Blackwell and the Sociological Review, 1998. McHoul, A.W. "An Initial Investigation of the Usability of Fictional Conversation for Doing Conversational Analysis." Semiotica 67 (1987): 83-104. Mulkay, M. "Conversations and Texts: Structural Sources of Dialogic Failure." The Word and the World: Explorations in the Form of Sociological Analysis. London: Allen & Unwin, 1985. 79-102. Nelson, C.K. "Ethnomethodological Positions on the Use of Ethnographic Data in Conversation Analytic Research." Journal of Contemporary Ethnography 23 (1994): 307-29. Pomerantz, A., and B.J. Fehr. "Conversation Analysis: An Approach to the Study of Social Action as Sense Making Practices." Discourse as Social Interaction. Ed. T.A. Van Dijk. London: Sage, 1997. Reed, D. "Being 'OTP' in an 'OTP' (Off The Point in an Off Topic Post): The Subversion of Information in Newsgroup Participation." Presented at the British Psychological Society, Social Psychology Section Annual Conference, 1999. ---. "Newsgroups and the Telling of Netiquette." WebTalk: Writing as Conversation. Ed. D. Penrod. Hillsdale, NJ: Lawrence Erlbaum, forthcoming. ---. "Sequential Integrity and the Local Management of Interaction: Newsgroups and the Technology of Interaction." Submitted to HICSS (forthcoming). Sacks, H. "Notes on Methodology." Structures of Social Action: Studies in Conversation Analysis. Eds. J.M. Atkinson and J.C. Heritage. Cambridge, UK: Cambridge UP, 1984. 21-7. Silverman, D. Harvey Sacks: Social Science and Conversation Analysis. Oxford: Polity Press, 1998. Citation reference for this article MLA style: Darren Reed, Malcolm Ashmore. "The Naturally-Occurring Chat Machine." M/C: A Journal of Media and Culture 3.4 (2000). [your date of access] <http://www.api-network.com/mc/0008/machine.php>. Chicago style: Darren Reed, Malcolm Ashmore, "The Naturally-Occurring Chat Machine," M/C: A Journal of Media and Culture 3, no. 4 (2000), <http://www.api-network.com/mc/0008/machine.php> ([your date of access]). APA style: Darren Reed, Malcolm Ashmore. (2000) The naturally-occurring chat machine. M/C: A Journal of Media and Culture 3(4). <http://www.api-network.com/mc/0008/machine.php> ([your date of access]).

IntroductionThe American artist Ryan Trecartin makes digital videos that centre on the self-presentations common to video-sharing sites such as YouTube. Named by New Yorker critic Peter Schjeldahl as “the most consequential artist to have emerged since the 1980s” (84), Trecartin’s works are like high-octane domestic dramas told in the first-person, blending carnivalesque and horror sensibilities through multi-layered imagery, fast-paced editing, sprawling mise-en-scène installations and heavy-handed digital effects. Featuring narcissistic young-adult characters (many of whom are played by the artist and his friends), Trecartin’s scripted videos portray the self as fundamentally performed and kaleidoscopically mediated. His approach is therefore exemplary of some of the key concepts of automediality, which, although originating in literary studies, address concerns relevant to contemporary art, such as the blurring of life-story, self-performance, identity, persona and technological mediation. I argue that Trecartin’s work is a form of automedial art that combines camp personas with what Sianne Ngai calls the “zany” aesthetics of neoliberalism—the 24/7 production of affects, subjectivity and sociability which complicate distinctions between public and private life.Performing the Script: The Artist as Automedial ProsumerBoth “automedia” and “automediality” hold that the self (the “auto”) and its forms of expression (its “media”) are intimately linked, imbricated within processes of cultural and technological mediation. However, whereas “automedia” refers to general modes of self-presentation, “automediality” was developed by Jörg Dünne and Christian Moser to explicitly relate to the autobiographical. Noting a tendency in literary studies to under-examine how life stories are shaped by their mediums, Dünne and Moser argued that the digital era has made it more apparent how literary forms are involved in complex processes of mediation. Sidonie Smith and Julia Watson, in response, called for an expansion of autobiography into “life writing,” claiming that automediality is useful as a theoretical frame for contemplating the growth of self-presentation platforms online, shifting from the life-narrative genre of autobiography towards more discursive and irresolute forms of first-person expression (4). One’s life story, in this context, can be communicated obliquely and performatively, with the choice of media inextricably contributing to the subjectivity that is being produced, not just as a tool for rendering a pre-existent self. Lauren Berlant conceives of life writing as a laboratory for “theorizing ‘the event’” of life rather than its narration or transcription (Prosser 181). Smith and Watson agree, describing automediality as the study of “life acts” that operate as “prosthetic extension[s] of the self in networks” (78). Following this, both “automedia” and “automediality” can be understood as expanding upon the “underlying intermedial premises” (Winthrop-Young 188) of media theory, addressing how technologies and mediums do not just constitute sensory extensions of the body (Mcluhan) but also sensory extensions of identity—armed with the potential to challenge traditional ideas of how a “life” is conveyed. For Julie Rak, “automedia” describes both the theoretical framing of self-presentation acts and the very processes of mediation the self-presenter puts themselves through (161). She prefers “automedia” over “automediality” due to the latter’s tendency to be directed towards the textual products of self-presentation, rather than their processes (161). Given Trecartin’s emphasis on narrative, poetic text, performativity, technology and commodification, both “automedia” and “automediality” will be relevant to my account here, highlighting not just the crossovers between the two terms but also the dual roles his work performs. Firstly, Trecartin’s videos express his own identity through the use of camp personas and exaggerated digital tropes. Secondly, they reflexively frame the phenomenon of online self-presentation, aestheticizing the “slice of life” and “personal history” posturings found on YouTube in order to better understand them. The line between self-presenter and critic is further muddied by the fact that Trecartin makes many of his videos free to download online. As video artist and YouTuber, he is interested in the same questions that Smith and Watson claim are central to automedial theory. When watching Youtube performers, they remind themselves to ask: “How is the aura of authenticity attached to an online performance constructed by a crew, which could include a camera person, sound person, director, and script-writer? Do you find this self-presentation to be sincere or to be calculated authenticity, a pose or ‘manufactured’ pseudo-individuality?” (124). Rather than setting out to identify “right” from “wrong” subjectivities, the role of both the automedia and automediality critic is to illuminate how and why subjectivity is constructed across distinct visual and verbal forms, working against the notion that subjectivity can be “an entity or essence” (Smith and Watson 125).Figure 1: Ryan Trecartin, Item Falls (2013), digital video stillGiven its literary origins, automediality is particularly relevant to Trecartin’s work because writing is so central to his methods, grounding his hyperactive self-presentations in the literary as well as the performative. According to Brian Droitcour, all of Trecartin’s formal devices, from the camerawork to the constructed sets his videos are staged in, are prefigured by the way he uses words. What appears unstructured and improvised is actually closely scripted, with Trecartin building on the legacies of conceptual poetry and flarf poetry (an early 2000s literary genre in which poetry is composed of collages of serendipitously found words and phrases online) to bring a loose sense of narrativization to his portrayals of characters and context. Consider the following excerpt from the screenplay for K-Corea INC. K (Section A) (2009)— a work which centres on a CEO named Global Korea (a pun on “career”) who presides over symbolic national characters whose surnames are also “Korea”:North America Korea: I specialize in Identity Tourism, ?Agency...I just stick HERE, and I Hop Around–HEY GLOBAL KOREA!?Identifiers: That’s Global, That’s Global, That’s GlobalFrench adaptation Korea: WHAT!?Global Korea: Guys I just Wanted to show You Your New Office!Health Care, I don’t Care, It’s All WE Care, That’s WhyWE don’t Care.THIS IS GLOBAL!Identified: AHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHGlobal Korea: Global, Global !!Identified: AHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHFigure 2: Ryan Trecartin, K-Corea INC. K (Section A) (2009), digital video stillTrecartin’s performers are guided by their lines, even down to the apparently random use of commas, question marks and repeated capital letters. As a consequence, what can be alienating on the page is made lively when performed, his words instilled with the over-the-top personalities of each performer. For Droitcour, Trecartin’s genius lies in his ability to use words to subliminally structure his performances. Each character makes the artist’s poetic texts—deranged and derivative-sounding Internet-speak—their own “at the moment of the utterance” (Droitcour). Wayne Koestenbaum similarly argues that voice, which Trecartin often digitally manipulates, is the “anxiety point” in his works, fixing his “retardataire” energies on the very place “where orality and literacy stage their war of the worlds” (276).This conflict that Koestenbaum describes, between orality and literacy, is constitutive of Trecartin’s automedial positioning of the self, which presents as a confluence of life narrative, screenplay, social-media posing, flarf poetry and artwork. His videos constantly criss-cross between pre-production, production and postproduction, creating content at every point along the way. This circuitousness is reflected by the many performers who are portrayed filming each other as they act, suggesting that their projected identities are entangled with the technologies that facilitate them.Trecartin’s A Family Finds Entertainment (2004)—a frenetic straight-to-camera chronicle of the coming-out of a gay teenager named Skippy (played by the artist)—was included in the 2006 Whitney Biennial, after which time his work became known around the world as an example of “postproduction” art. This refers to French curator and theorist Nicholas Bourriaud’s 2001 account of the blurring of production and consumption, following on from his 1997 theory of relational aesthetics, which became paradigmatic of critical art practice at the dawn of Web 2.0. Drawing from Marcel Duchamp and the Situationists, in Postproduction: Culture as Screenplay: How Art Reprograms the World, Bourriaud addressed new forms of citation, recycling and détournement, which he saw as influenced by digital computing, the service economies and other forms of immaterial social relations that, throughout the 1990s, transformed art from a subcultural activity to a key signifier and instrument of global capitalism.Because “word processing” was “indexed to the formal protocol of the service industry, and the image-system of the home computer […] informed and colonized from the start by the world of work” (78), Bourriaud claimed that artists at the start of the twenty-first century were responding to the semiotic networks that blur daily and professional life. Postproduction art looked like it was “issued from a script that the artist projects onto culture, considered the framework of a narrative that in turn projects new possible scripts, endlessly” (19). However, whereas the artists in Bourriaud’s publication, such as Plamen Dejanov and Philippe Parreno, made art in order to create “more suitable [social] arrangements” (76), Trecartin is distinctive not only because of his bombastic style but also his apparent resistance to socio-political amelioration.Bourriaud’s call for the elegant intertextual “scriptor” as prosumer (88)—who creatively produces and consumes, arranges and responds—was essentially answered by Trecartin with a parade of hyper-affective and needy Internet characters whose aims are not to negotiate new social terrain so much as to perform themselves crazy, competing with masses of online information, opinions and jostling identities. Against Bourriaud’s strategic prosumerism, Trecartin, in his own words, chases “a kind of natural prosumerism synonymous with existence” (471). Although his work can be read as a response to neoliberal values, unlike Bourriaud, he refuses to treat postproduction methods as tools to conciliate this situation. Instead, his scripted videos present postproduction as the lingua franca of daily life. In aiming for a “natural prosumerism,” his work rhetorically asks, in paraphrase of Berlant: “What does it mean to have a life, is it always to add up to something?” (Prosser 181). Figure 3: Ryan Trecartin, A Family Finds Entertainment (2004), digital video stillPluralist CampTrecartin’s scripts direct his performers but they are also transformed by them, his words acquiring their individualistic tics, traits and nuances. As such, his self-presentations are a long way from Frederic Jameson’s account of pastiche as a neutral practice of imitation—“a blank parody” (125) that manifests as an addiction rather than a critical judgement. Instead of being uncritically blank, we could say that Trecartin’s characters have too much content and too many affects, particularly those of the Internet variety. In Ready (Re’Search Wait’S) (2009-2010), Trecartin (playing a character named J.J. Check, who wants to re-write the U.S constitution) states at one point: “Someone just flashed an image of me; I am so sure of it. I am such as free download.” Here, pastiche turns into a performed glitch, hinting at how authentic speech can be composed of an amalgam of inauthentic sources—a scrambling of literary forms, movie one-liners, intrusive online advertising and social media jargon. His characters constantly waver between vernacular clichés and accretions of data: “My mother accused me of being accumulation posing as independent free will,” says a character from Item Falls (2013)What makes Trecartin’s video work so fascinating is that he frames what once would have been called “pastiche” and fills it with meaning, as if sincerely attuned to the paradoxes of “anti-normative” posturing contained in the term “mass individualism.” Even when addressing issues of representational politics, his dialogue registers as both authentic and insipid, as when, in CENTER JENNY (2013), a conversation about sexism being “the coolest style” ends with a woman in a bikini asking: “tolerance is inevitable, right?” Although there are laugh-out-loud elements in all of his work—often from an exaggeration of superficiality—there is a more persistent sense of the artist searching for something deeper, perhaps sympathetically so. His characters are eager to self-project yet what they actually project comes off as too much—their performances are too knowing, too individualistic and too caught up in the Internet, or other surrounding technologies.When Susan Sontag wrote in 1964 of the aesthetic of “camp” she was largely motivated by the success of Pop art, particularly that of her friend Andy Warhol. Warhol’s work looked kitsch yet Sontag saw in it a genuine love that kitsch lacks—a sentiment akin to doting on something ugly or malformed. Summoning the dandy, she claimed that whereas “the dandy would be continually offended or bored, the connoisseur of Camp is continually amused, delighted. The dandy held a perfumed handkerchief to his nostrils and was liable to swoon; the connoisseur of Camp sniffs the stink and prides himself on his strong nerves” (292).As an artistic device, camp essentially wallows in all the bad fetishisms that Frankfurt School theorists lamented of capitalism. The camp appropriator, does, however, convey himself as existing both inside and outside this low culture, communicating the “stink” of low culture in affecting ways. Sontag viewed camp, in other words, as at once deconstructive and reconstructive. In playing appearances off against essences, camp denies the self as essence only to celebrate it as performance.In line with accounts of identity in automediality and automedia theory, camp can be understood as performing within a dialectical tension between self and its representation. The camp aesthetic shows the self as discursively mediated and embedded in subjective formations that are “heterogeneous, conflictual, and intersectional” (Smith and Watson 71). Affiliated with the covert expression of homosexual and queer identity, the camp artist typically foregrounds art as taste, and taste as mere fashion, while at the same time he/she suggests how this approach is shaped by socio-political marginalization. For Eve Kosofsky Sedgwick, the criticality of camp is “additive and accretive” rather than oppositional; it is a surplus form that manifests as “the ‘over’-attachment to fragmentary, marginal, waste or leftover products” (149).Trecartin, who identifies as gay, parodies the excesses of digital identity while at the same time, from camp and queer perspectives, he asks us to take these identifications seriously—straight, gay, transsexual, bisexual, inter-sexual, racial, post-racial, mainstream, alternative, capitalist or anarchist. This pluralist agenda manifests in characters who speak as though everything is in quotation marks, suggesting that everything is possible. Dialogue such as “I’m finally just an ‘as if’”, “I want an idea landfill”, and “It reminds me of the future” project feelings of too much and not enough, transforming Warhol’s cool, image-oriented version of camp (transfixed by TV and supermarket capitalism) into a hyper-affective Internet camp—a camp that feeds on new life narratives, identity postures and personalities, as stimuli.In emphasising technology as intrinsic to camp self-presentation, Trecartin treats intersectionality and intermediality as if corresponding concepts. His characters, caught between youthhood and adulthood, are inbetweeners. Yet, despite being nebulous, they float free of normative ideals only in the sense that they believe everybody not only has the right to live how they want to, but to also be condemned for it—the right to intolerance going hand-in-hand with their belief in plurality. This suggests the paradoxical condition of pluralist, intersectional selfhood in the digital age, where one can position one’s identity as if between social categories while at the same time weaponizing it, in the form of identity politics. In K-Corea INC. K (Section A) (2009), Global Korea asks: “Who the fuck is that baby shit-talker? That’s not one of my condiments,” which is delivered with characteristic confidence, defensiveness and with gleeful disregard for normative speech. Figure 4: Ryan Trecartin, CENTER JENNY (2013), digital video stillThe Zaniness of the Neoliberal SelfIf, as Koestenbaum claims, Trecartin’s host of characters are actually “evolving mutations of a single worldview” (275), then the worldview they represent is what Sianne Ngai calls the “hypercommodified, information saturated, performance driven conditions of late capitalism” (1). Self-presentation in this context is not to be understood so much as experienced through prisms of technological inflection, marketing spiel and pluralist interpretative schemas. Ngai has described the rise of “zaniness” as an aesthetic category that perfectly encapsulates this capitalist condition. Zany hyperactivity is at once “lighthearted” and “vehement,” and as such it is highly suited to the contemporary volatility of affective labour; its tireless overlapping of work and play, and the networking rhetoric of global interconnectedness (Ngai, 7). This is what Luc Boltanski and Eve Chiapello have termed the “connexionist” spirit of capitalism, where a successful career is measured by one’s capacity to be “always pursuing some sort of activity, never to be without a project, without ideas, to be always looking forward to, and preparing for, something along with other persons, whose encounter is the result of being always driven by the drive for activity” (Chiapello and Fairclough 192).For Ngai, the zany—epitomized by Jim Carrey’s character in Cable Guy (1996) or Wile E. Coyote from the Looney Tunes cartoons—performs first and asks questions later. As such, their playfulness is always performed in a way that could spin out of control, as when Trecartin’s humour can, in the next moment, appear psychotic. Ngai continues:What is essential to zaniness is its way of evoking a situation with the potential to cause harm or injury […]. For all their playfulness and commitment to fun, the zany’s characters give the impression of needing to labor excessively hard to produce our laughter, straining themselves to the point of endangering not just themselves but also those around them. (10)Using sinister music scores, anxiety-inducing editing and lighting that references iconic DIY horror films such as the Blair Witch Project (1999), Trecartin comically frames the anxieties and over-produced individualism of the global neoliberalist project, but in ways that one is unsure what to do with it. “Don’t look at me—look at your mother, and globalize at her,” commands Global Korea. Set in temporary (read precarious) locations that often resemble both domestic and business environments, his world is one in which young adults are incessantly producing themselves as content, as if unstable market testers run riot, on whose tastes our future global economic growth depends.Michel Foucault defined this neoliberal condition as “the application of the economic grid to social phenomena” (239). As early as 1979 he claimed that workers in a neoliberal context begin to regard the self as an “abilities-machine” (229) where they are less partners in the processes of economic exchange than independent producers of human capital. As Jodi Dean puts it, with the totalization of economic production, neoliberal processes “simultaneously promote the individual as the primary unit of capitalism and unravel the institutions of solidaristic support on which this unit depends” (32). As entrepreneurs of the self, people under neoliberalism become producers for whom socialization is no longer a byproduct of capitalist production but can be the very means through which capital is produced. With this in mind, Trecartin’s portrayal of the straight-to-camera format is less a video diary than a means for staging social auditions. His performers (or contestants), although foregrounding their individualism, always have their eyes on group power, suggesting a competitive individualism rather than the countering of normativity. Forever at work and at play, these comic-tragics are ur-figures of neoliberalism—over-connected and over-emotional self-presenters who are unable to stop, in fear they will be nothing if not performing.ConclusionPortraying a seemingly endless parade of neoliberal selves, Trecartin’s work yields a zany vision that always threatens to spin out of control. As a form of Internet-era camp, he reproduces automedial conceptions of the self as constituted and expanded by media technologies—as performative conduits between the formal and the socio-political which go both ways. This process has been described by Berlant in terms of life writing, but it applies equally to Trecartin, who, through a “performance of fantasmatic intersubjectivity,” facilitates “a performance of being” for the viewer “made possible by the proximity of the object” (Berlant 25). Inflating for both comic and tragic effect a profoundly nebulous yet weaponized conception of identity, Trecartin’s characters show the relation between offline and online life to be impossible to essentialize, laden with a mix of conflicting feelings and personas. As identity avatars, his characters do their best to be present and responsive to whatever precarious situations they find themselves in, which, due to the nature of his scripts, seem at times to have been automatically generated by the Internet itself.ReferencesBourriaud, Nicolas. Postproduction: Culture as a Screenplay: How Art Reprograms the World. New York: Lucas & Stenberg, 2001.Chiapello, E., and N. Fairclough. “Understanding the New Management Ideology: A Transdisciplinary Contribution from Critical Discourse Analysis and New Sociology of Capitalism.” Discourse and Society 13.2 (2002): 185–208.Dean, Jodi. Crowds and Party. London & New York: Verso, 2016.Droitcour, Brian. “Making Word: Ryan Trecartin as Poet.” Rhizome 27 July 2001. 18 Apr. 2015 <http://rhizome.org/editorial/2011/jul/27/making-word-ryan-trecartin-poet/>.Dünne, Jörg, and Christian Moser. Automedialität: Subjektkonstitution in Schrift, Bild und neuen Medien [Automediality: Subject Constitution in Print, Image, and New Media]. Munich: Fink, 2008.Foucault, Michel. The Birth of Biopolitics. New York: Palgrave Macmillan, 2008.Jameson, Fredric. Postmodernism, or, the Cultural Logic of Late Capitalism. Durham: Duke University Press, 1991.Kosofsky Sedgwick, Eve. Touching Feeling: Affect, Pedagogy, Performativity. Durham: Duke University Press, 2003.McLuhan, Marshall. Understanding Media: The Extensions of Man, London: Routledge and Kegan Paul, 1964.Ngai, Sianne. Our Aesthetic Categories: Zany, Cute Interesting. Cambridge: Harvard University Press, 2015.Prosser, Jay. “Life Writing and Intimate Publics: A Conversation with Lauren Berlant.” Biography 34.1 (Winter 2012): 180- 87.Rak, Julie. “Life Writing versus Automedia: The Sims 3 Game as a Life Lab.” Biography 38.2 (Spring 2015): 155-180.Schjeldahl, Peter. “Party On.” New Yorker, 27 June 2011: 84-85.Smith, Sidonie. “Virtually Me: A Toolbox about Online Self-Presentation.” Identity Technologies: Constructing the Self Online. Eds. Anna Poletti and Julie Rak. Wisconsin: University of Wisconsin Press, 2014.———, and Julia Watson. Reading Autobiography: A Guide for Interpreting Life Narratives. Minneapolis: University of Minnesota P, 2010———, and Julia Watson. Life Writing in the Long Run: Smith & Watson Autobiography Studies Reader. Ann Arbor: Michigan Publishing, 2016.Sontag, Susan. “Notes on Camp.” Against Interpretation and Other Essays. New York: Picador, 2001.Trecartin, Ryan. “Ryan Trecartin.” Artforum (Sep. 2012): 471.Wayne Koestenbaum. “Situation Hacker.” Artforum 47.10 (Summer 2009): 274-279.Winthrop-Young, Geoffrey. “Hardware/Software/Wetware.” Critical Terms for Media Studies. Eds. W.J.T. Mitchell and M. Hansen. Chicago: University of Chicago Press, 2010.

In a TED talk in June 2009, media scholar Clay Shirky cited the devastating earthquake that struck the Sichuan province of China in May 2008 as an example of how media flows are changing. He explained how the first reports of the quake came not from traditional news media, but from local residents who sent messages on QQ, China’s largest social network, and on Twitter, the world’s most popular micro-blogging service. "As the quake was happening, the news was reported," said Shirky. This was neither a unique nor isolated incident. It has become commonplace for the people caught up in the news to provide the first accounts, images and video of events unfolding around them. Studies in participatory journalism suggest that professional journalists now share jurisdiction over the news in the sense that citizens are participating in the observation, selection, filtering, distribution and interpretation of events. This paper argues that the ability of citizens to play “an active role in the process of collecting, reporting, analysing and disseminating news and information” (Bowman and Willis 9) means we need to reassess the meaning of ‘ambient’ as applied to news and journalism. Twitter has emerged as a key medium for news and information about major events, such as during the earthquake in Chile in February 2010 (see, for example, Silverman; Dickinson). This paper discusses how social media technologies such as Twitter, which facilitate the immediate dissemination of digital fragments of news and information, are creating what I have described as “ambient journalism” (Hermida). It approaches real-time, networked digital technologies as awareness systems that offer diverse means to collect, communicate, share and display news and information in the periphery of a user's awareness. Twitter shares some similarities with other forms of communication. Like the telephone, it facilitates a real-time exchange of information. Like instant messaging, the information is sent in short bursts. But it extends the affordances of previous modes of communication by combining these features in both a one-to-many and many-to-many framework that is public, archived and searchable. Twitter allows a large number of users to communicate with each other simultaneously in real-time, based on an asymmetrical relationship between friends and followers. The messages form social streams of connected data that provide value both individually and in aggregate. News All Around The term ‘ambient’ has been used in journalism to describe the ubiquitous nature of news in today's society. In their 2002 study, Hargreaves and Thomas said one of the defining features of the media landscape in the UK was the easy availability of news through a host of media platforms, such as public billboards and mobile phones, and in spaces, such as trains and aircraft. “News is, in a word, ambient, like the air we breathe,” they concluded (44). The availability of news all around meant that citizens were able to maintain an awareness of what was taking place in the world as they went about their everyday activities. One of the ways news has become ambient has been through the proliferation of displays in public places carrying 24-hour news channels or showing news headlines. In her book, Ambient Television, Anna McCarthy explored how television has become pervasive by extending outside the home and dominating public spaces, from the doctor’s waiting room to the bar. “When we search for TV in public places, we find a dense, ambient clutter of public audio-visual apparatuses,” wrote McCarthy (13). In some ways, the proliferation of news on digital platforms has intensified the presence of ambient news. In a March 2010 Pew Internet report, Purcell et al. found that “in the digital era, news has become omnipresent. Americans access it in multiple formats on multiple platforms on myriad devices” (2). It seems that, if anything, digital technologies have increased the presence of ambient news. This approach to the term ‘ambient’ is based on a twentieth century model of mass media. Traditional mass media, from newspapers through radio to television, are largely one-directional, impersonal one-to-many carriers of news and information (McQuail 55). The most palpable feature of the mass media is to reach the many, and this affects the relationship between the media and the audience. Consequently, the news audience does not act for itself, but is “acted upon” (McQuail 57). It is assigned the role of consumer. The public is present in news as citizens who receive information about, and interpretation of, events from professional journalists. The public as the recipient of information fits in with the concept of ambient news as “news which is free at the point of consumption, available on demand and very often available in the background to people’s lives without them even looking” (Hargreaves and Thomas 51). To suggest that members of the audience are just empty receptacles to be filled with news is an oversimplification. For example, television viewers are not solely defined in terms of spectatorship (see, for example, Ang). But audiences have, traditionally, been kept well outside the journalistic process, defined as the “selecting, writing, editing, positioning, scheduling, repeating and otherwise massaging information to become news” (Shoemaker et al. 73). This audience is cast as the receiver, with virtually no sense of agency over the news process. As a result, journalistic communication has evolved, largely, as a process of one-way, one-to-many transmission of news and information to the public. The following section explores the shift towards a more participatory media environment. News as a Social Experience The shift from an era of broadcast mass media to an era of networked digital media has fundamentally altered flows of information. Non-linear, many-to-many digital communication technologies have transferred the means of media production and dissemination into the hands of the public, and are rewriting the relationship between the audience and journalists. Where there were once limited and cost-intensive channels for the distribution of content, there are now a myriad of widely available digital channels. Henry Jenkins has written about the emergence of a participatory culture that “contrasts with older notions of passive media spectatorship. Rather than talking about media producers and consumers occupying separate roles, we might now see them as participants who interact with each other according to a new set of rules that none of us fully understands” (3). Axel Bruns has coined the term “produsage” (2) to refer to the blurred line between producers and consumers, while Jay Rosen has talked about the “people formerly know as the audience.” For some, the consequences of this shift could be “a new model of journalism, labelled participatory journalism,” (Domingo et al. 331), raising questions about who can be described as a journalist and perhaps, even, how journalism itself is defined. The trend towards a more participatory media ecosystem was evident in the March 2010 study on news habits in the USA by Pew Internet. It highlighted that the news was becoming a social experience. “News is becoming a participatory activity, as people contribute their own stories and experiences and post their reactions to events” (Purcell et al. 40). The study found that 37% of Internet users, described by Pew as “news participators,” had actively contributed to the creation, commentary, or dissemination of news (44). This reflects how the Internet has changed the relationship between journalists and audiences from a one-way, asymmetric model of communication to a more participatory and collective system (Boczkowski; Deuze). The following sections considers how the ability of the audience to participate in the gathering, analysis and communication of news and information requires a re-examination of the concept of ambient news. A Distributed Conversation As I’ve discussed, ambient news is based on the idea of the audience as the receiver. Ambient journalism, on the other hand, takes account of how audiences are able to become part of the news process. However, this does not mean that citizens are necessarily producing journalism within the established framework of accounts and analysis through narratives, with the aim of providing accurate and objective portrayals of reality. Rather, I suggest that ambient journalism presents a multi-faceted and fragmented news experience, where citizens are producing small pieces of content that can be collectively considered as journalism. It acknowledges the audience as both a receiver and a sender. I suggest that micro-blogging social media services such as Twitter, that enable millions of people to communicate instantly, share and discuss events, are an expression of ambient journalism. Micro-blogging is a new media technology that enables and extends society's ability to communicate, enabling users to share brief bursts of information from multiple digital devices. Twitter has become one of the most popular micro-blogging platforms, with some 50 million messages sent daily by February 2010 (Twitter). Twitter enables users to communicate with each other simultaneously via short messages no longer than 140 characters, known as ‘tweets’. The micro-blogging platform shares some similarities with instant messaging. It allows for near synchronous communications from users, resulting in a continuous stream of up-to-date messages, usually in a conversational tone. Unlike instant messaging, Twitter is largely public, creating a new body of content online that can be archived, searched and retrieved. The messages can be extracted, analysed and aggregated, providing a measure of activity around a particular event or subject and, in some cases, an indication of the general sentiment about it. For example, the deluge of tweets following Michael Jackson's death in July 2009 has been described as a public and collective expression of loss that indicated “the scale of the world’s shock and sadness” (Cashmore). While tweets are atomic in nature, they are part of a distributed conversation through a social network of interconnected users. To paraphrase David Weinberger's description of the Web, tweets are “many small pieces loosely joined,” (ix). In common with mass media audiences, users may be very widely dispersed and usually unknown to each other. Twitter provides a structure for them to act together as if in an organised way, for example through the use of hashtags–the # symbol–and keywords to signpost topics and issues. This provides a mechanism to aggregate, archive and analyse the individual tweets as a whole. Furthermore, information is not simply dependent on the content of the message. A user's profile, their social connections and the messages they resend, or retweet, provide an additional layer of information. This is called the social graph and it is implicit in social networks such as Twitter. The social graph provides a representation of an individual and their connections. Each user on Twitter has followers, who themselves have followers. Thus each tweet has a social graph attached to it, as does each message that is retweeted (forwarded to other users). Accordingly, social graphs offer a means to infer reputation and trust. Twitter as Ambient Journalism Services such as Twitter can be considered as awareness systems, defined as computer-mediated communication systems “intended to help people construct and maintain awareness of each others’ activities, context or status, even when the participants are not co-located” (Markopoulos et al., v). In such a system, the value does not lie in the individual sliver of information that may, on its own, be of limited value or validity. Rather the value lies in the combined effect of the communication. In this sense, Twitter becomes part of an ambient media system where users receive a flow of information from both established media and from each other. Both news and journalism are ambient, suggesting that “broad, asynchronous, lightweight and always-on communication systems such as Twitter are enabling citizens to maintain a mental model of news and events around them” (Hermida 5). Obviously, not everything on Twitter is an act of journalism. There are messages about almost every topic that often have little impact beyond an individual and their circle of friends, from random thoughts and observations to day-to-day minutiae. But it is undeniable that Twitter has emerged as a significant platform for people to report, comment and share news about major events, with individuals performing some of the institutionalised functions of the professional journalist. Examples where Twitter has emerged as a platform for journalism include the 2008 US presidential elections, the Mumbai attacks in November of 2008 and the January 2009 crash of US Airways flight (Lenhard and Fox 2). In these examples, Twitter served as a platform for first-hand, real-time reports from people caught up in the events as they unfolded, with the cell phone used as the primary reporting tool. For example, the dramatic Hudson River landing of the US Airways flight was captured by ferry passenger Janis Krum, who took a photo with a cell phone and sent it out via Twitter.One of the issues associated with services like Twitter is the speed and number of micro-bursts of data, together with the potentially high signal to noise ratio. For example, the number of tweets related to the disputed election result in Iran in June 2009 peaked at 221,774 in one hour, from an average flow of between 10,000 and 50,000 an hour (Parr). Hence there is a need for systems to aid in selection, organisation and interpretation to make sense of this ambient journalism. Traditionally the journalist has been the mechanism to filter, organise and interpret this information and deliver the news in ready-made packages. Such a role was possible in an environment where access to the means of media production was limited. But the thousands of acts of journalism taking place on Twitter every day make it impossible for an individual journalist to identify the collective sum of knowledge contained in the micro-fragments, and bring meaning to the data. Rather, we should look to the literature on ambient media, where researchers talk about media systems that understand individual desires and needs, and act autonomously on their behalf (for example Lugmayr). Applied to journalism, this suggests a need for tools that can analyse, interpret and contextualise a system of collective intelligence. An example of such a service is TwitterStand, developed by a group of researchers at the University of Maryland (Sankaranarayanan et al.). The team describe TwitterStand as “an attempt to harness this emerging technology to gather and disseminate breaking news much faster than conventional news media” (51). In their paper, they describe in detail how their news processing system is able to identify and cluster news tweets in a noisy medium. They conclude that “Twitter, or most likely a successor of it, is a harbinger of a futuristic technology that is likely to capture and transmit the sum total of all human experiences of the moment” (51). While such a comment may be something of an overstatement, it indicates how emerging real-time, networked technologies are creating systems of distributed journalism.Similarly, the US Geological Survey (USGS) is investigating social media technologies as a way quickly to gather information about recent earthquakes. It has developed a system called the Twitter Earthquake Detector to gather real-time, earthquake-related messages from Twitter and filter the messages by place, time, and keyword (US Department of the Interior). By collecting and analysing the tweets, the USGS believes it can access anecdotal information from citizens about a quake much faster than if it only relied on scientific information from authoritative sources.Both of these are examples of research into the development of tools that help users negotiate and regulate the streams and information flowing through networked media. They address issues of information overload by making sense of distributed and unstructured data, finding a single concept such as news in what Sankaranarayanan et al., say is “akin to finding needles in stacks of tweets’ (43). danah boyd eloquently captured the potential for such as system, writing that “those who are most enamoured with services like Twitter talk passionately about feeling as though they are living and breathing with the world around them, peripherally aware and in tune, adding content to the stream and grabbing it when appropriate.” Conclusion While this paper has focused on Twitter in its discussion of ambient journalism, it is possible that the service may be overtaken by another or several similar digital technologies. This has happened, for example, in the social networking space, with Friendster been supplanted by MySpace and more recently by Facebook. However, underlying services like Twitter are a set of characteristics often referred to by the catchall phrase, the real-time Web. As often with emerging and rapidly developing Internet trends, it can be challenging to define what the real-time Web means. Entrepreneur Ken Fromm has identified a set of characteristics that offer a good starting point to understand the real-time Web. He describes it as a new form of loosely organised communication that is creating a new body of public content in real-time, with a related social graph. In the context of our discussion of the term ‘ambient’, the characteristics of the real-time Web do not only extend the pervasiveness of ambient news. They also enable the former audience to become part of the news environment as it has the means to gather, select, produce and distribute news and information. Writing about changing news habits in the US, Purcell et al. conclude that “people’s relationship to news is becoming portable, personalized, and participatory” (2). Ambient news has evolved into ambient journalism, as people contribute to the creation, dissemination and discussion of news via social media services such as Twitter. To adapt Ian Hargreaves' description of ambient news in his book, Journalism: Truth or Dare?, we can say that journalism, which was once difficult and expensive to produce, today surrounds us like the air we breathe. Much of it is, literally, ambient, and being produced by professionals and citizens. The challenge going forward is helping the public negotiate and regulate this flow of awareness information, facilitating the collection, transmission and understanding of news. References Ang, Ien. Desperately Seeking the Audience. London: Routledge, 1991. Boczkowski, Pablo. J. Digitizing the News: Innovation in Online Newspapers. Cambridge: MIT Press, 2004. boyd, danah. “Streams of Content, Limited Attention.” UX Magazine 25 Feb. 2010. 27 Feb. 2010 ‹http://uxmag.com/features/streams-of-content-limited-attention›. Bowman, Shayne, and Chris Willis. We Media: How Audiences Are Shaping the Future of News and Information. The Media Center, 2003. 10 Jan. 2010 ‹http://www.hypergene.net/wemedia/weblog.php›. Bruns, Axel. Blogs, Wikipedia, Second Life, and Beyond: From Production to Produsage. New York: Peter Lang, 2008. Cashmore, Pete. “Michael Jackson Dies: Twitter Tributes Now 30% of Tweets.” Mashable 25 June 2009. 26 June 2010 ‹http://mashable.com/2009/06/25/michael-jackson-twitter/›. Department of the Interior. “U.S. Geological Survey: Twitter Earthquake Detector (TED).” 13 Jan. 2010. 12 Feb. 2010 ‹http://recovery.doi.gov/press/us-geological-survey-twitter-earthquake-detector-ted/›. Deuze, Mark. “The Web and Its Journalisms: Considering the Consequences of Different Types of Newsmedia Online.” New Media and Society 5 (2003): 203-230. Dickinson, Elizabeth. “Chile's Twitter Response.” Foreign Policy 1 March 2010. 2 March 2010 ‹http://blog.foreignpolicy.com/posts/2010/03/01/chiles_twitter_response›. Domingo, David, Thorsten Quandt, Ari Heinonen, Steve Paulussen, Jane B. Singer and Marina Vujnovic. “Participatory Journalism Practices in the Media and Beyond.” Journalism Practice 2.3 (2008): 326-342. Fromm, Ken. “The Real-Time Web: A Primer, Part 1.” ReadWriteWeb 29 Aug. 2009. 7 Dec. 2009 ‹http://www.readwriteweb.com/archives/the_real-time_web_a_primer_part_1.php›. Hargreaves, Ian. Journalism: Truth or Dare? Oxford: Oxford University Press, 2003. Hargreaves, Ian, and Thomas, James. “New News, Old News.” ITC/BSC, Oct. 2002. 5 Dec. 2009 ‹http://legacy.caerdydd.ac.uk/jomec/resources/news.pdf›. Hermida, Alfred. “Twittering the News: The Emergence of Ambient Journalism.” Journalism Practice. First published on 11 March 2010 (iFirst). 12 March 2010 ‹http://www.informaworld.com/smpp/content~content=a919807525›. Jenkins, Henry. Convergence Culture: Where Old and New Media Collide. New York: New York University Press, 2006. Lenhard, Amanda, and Susannah Fox. “Twitter and Status Updating.” Pew Internet and American Life Project, 12 Feb. 2009. 13 Feb. 2010 ‹http://www.pewinternet.org/Reports/2009/Twitter-and-status-updating.aspx›. Lugmayr, Artur. “The Future Is ‘Ambient.’” Proceedings of SPIE Vol. 6074, 607403 Multimedia on Mobile Devices II. Vol. 6074. Eds. Reiner Creutzburg, Jarmo H. Takala, and Chang Wen Chen. San Jose: SPIE, 2006. Markopoulos, Panos, Boris De Ruyter and Wendy MacKay. Awareness Systems: Advances in Theory, Methodology and Design. Dordrecht: Springer, 2009. McCarthy, Anna. Ambient Television: Visual Culture and Public Space. Durham: Duke University Press, 2001. McQuail, Denis. McQuail’s Mass Communication Theory. London: Sage, 2000. Parr, Ben. “Mindblowing #IranElection Stats: 221,744 Tweets per Hour at Peak.” Mashable 17 June 2009. 10 August 2009 ‹http://mashable.com/2009/06/17/iranelection-crisis-numbers/›. Purcell, Kristen, Lee Rainie, Amy Mitchell, Tom Rosenstiel, and Kenny Olmstead, “Understanding the Participatory News Consumer.” Pew Internet and American Life Project, 1 March 2010. 2 March 2010 ‹http://www.pewinternet.org/Reports/2010/Online-News.aspx?r=1›. Rosen Jay. “The People Formerly Known as the Audience.” Pressthink 27 June 2006. 8 August 2009 ‹http://journalism.nyu.edu/pubzone/weblogs/pressthink/2006/06/27/ppl_frmr.html›. Sankaranarayanan, Jagan, Hanan Samet, Benjamin E. Teitler, Michael D. Lieberman, and Jon Sperling. “TwitterStand: News in Tweets. Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS '09). New York: ACM, 2009. 42-51. Shirky, Clay. “How Social Media Can Make History.” TED Talks June 2009. 2 March 2010 ‹http://www.ted.com/talks/clay_shirky_how_cellphones_twitter_facebook_can_make_history.html›. Shoemaker, Pamela J., Tim P. Vos, and Stephen D. Reese. “Journalists as Gatekeepers.” Eds. Karin Wahl-Jorgensen and Thomas Hanitzsch, Handbook of Journalism Studies. New York: Routledge, 2008. 73-87. Silverman, Matt. “Chile Earthquake Pictures: Twitter Photos Tell the Story.” Mashable 27 Feb. 2010. 2 March 2010 ‹http://mashable.com/2010/02/27/chile-earthquake-twitpics/›. Singer, Jane. “Strange Bedfellows: The Diffusion of Convergence in Four News Organisations.” Journalism Studies 5 (2004): 3-18. Twitter. “Measuring Tweets.” Twitter blog, 22 Feb. 2010. 23 Feb. 2010 ‹http://blog.twitter.com/2010/02/measuring-tweets.html›. Weinberger, David. Small Pieces, Loosely Joined. Cambridge, MA: Perseus Publishing, 2002.

Introduction 2021 was the year that NFTs got big—not just in value but also in terms of the cultural consciousness. When digital artist Beeple sold the portfolio of his 5,000 daily images at Christie’s for US$69 million, the art world was left intrigued, confused, and outraged in equal measure. Depending on who you asked, non-fungible tokens (NFTs) seemed to be either a quick cash-grab or the future of the art market (Bowden and Jones; Smee). Following the Beeple sale, articles started to appear indicating that the film industry was abuzz for NFTs. Independent filmmaker Kevin Smith was quick to announce that he planned to release his horror film Killroy Was Here as an NFT (Alexander); in September 2021 the James Bond film No Time to Die also unveiled a series of collectibles to coincide with the film’s much-delayed theatrical release (Natalee); the distribution and collectible platforms Vuele, NFT Studios, and Mogul Productions all emerged, and the industry rumour mill suggests more start-ups are en route (CurrencyWorks; NFT Studios; NewsBTC). Blockchain disciples say that the technology will solve all the problems of the Internet (Tewari; Norton; European Business Review); critics say it will only perpetuate existing accessibility and equality issues (Davis and Flatow; Klein). Those more circumspect will doubtless sit back until the dust settles, waiting to see what parts of so-called web3 will be genuinely integrated into the architecture of the Internet. Pamela Hutchinson puts it neatly in terms of the arts sector: “the NFT may revolutionise the art market, film funding and distribution. Or it might be an ecological disaster and a financial bubble, in which few actual movies change hands, and fraudsters get rich from other people’s intellectual property” (Hutchinson). There is an uptick in the literature around NFTs and blockchain (see Quiniou; Gayvoronskaya & Meinel); however, the technology remains unregulated and unstandardised (Yeung 212-14; Dimitropoulos 112-13). Similarly, the sheer amount of funding being put into fundamental technical, data, and security-related issues speaks volumes to the nascency of the space (Ossinger; Livni; Gayvoronskaya & Meinel 52-6). Put very briefly, NFTs are part of a given blockchain system; think of them, like cryptocurrency coins, as “units of value” within that system (Roose). NFTs were initially rolled out on Ethereum, though several other blockchains have now implemented their own NFT frameworks. NFTs are usually not the artwork itself, but rather a unique, un-copyable (hence, non-fungible) piece of code that is attached, linked, or connected to another digital file, be that an image, video, text, or something else entirely. NFTs are often referred to as a digital artwork’s “certificate of authenticity” (Roose). At the time of writing, it remains to be seen how widely blockchain and NFT technology will be implemented across the entertainment industries. However, this article aims to outline the current state of implementation in the film trade specifically, and to attempt to sort true potential from the hype. Beginning with an overview of the core issues around blockchain and NFTs as they apply to film properties and adjacent products, current implementations of the technology are outlined, before finishing with a hesitant glimpse into the potential future applications. The Issues and Conversation At the core of current conversations around blockchain are three topics: intellectual property and ownership, concentrations of power and control, and environmental impact. To this I would like to add a consideration of social capital, which I begin with briefly here. Both the film industry and “crypto” — if we take the latter to encompass the various facets of so-called ‘web3’ — are engines of social capital. In the case of cinema, its products are commodified and passed through a model that begins with exclusivity (theatrical release) before progressing to mass availability (home media, streaming). The cinematic object, i.e., an individual copy of a film, is, by virtue of its origins as a mass product of the twentieth century, fungible. The film is captured, copied, stored, distributed, and shared. The film-industrial model has always relied on social phenomena, word of mouth, critical discourse, and latterly on buzz across digital social media platforms. This is perhaps as distinct from fine art, where — at least for dealers — the content of the piece does not necessarily matter so much as verification of ownership and provenance. Similarly, web3, with its decentralised and often-anonymised processes, relies on a kind of social activity, or at least a recorded interaction wherein the chain is stamped and each iteration is updated across the system. Even without the current hype, web3 still relies a great deal on discourse, sharing, and community, particularly as it flattens the existing hierarchies of the Internet that linger from Web 2.0. In terms of NFTs, blockchain systems attach scarcity and uniqueness to digital objects. For now, that scarcity and uniqueness is resulting in financial value, though as Jonathan Beller argues the notion of value could — or perhaps should — be reconsidered as blockchain technology, and especially cryptocurrencies, evolve (Beller 217). Regardless, NFT advocates maintain that this is the future of all online activity. To questions of copyright, the structures of blockchain do permit some level of certainty around where a given piece of intellectual property emerged. This is particularly useful where there are transnational differences in recognition of copyright law, such as in France, for instance (Quiniou 112-13). The Berne Convention stipulates that “the subsistence of copyright does not rest on the compliance with formal requirements: rights will exist if the work meets the requirements for protection set out by national law and treaties” (Guadamuz 1373). However, there are still no legal structures underpinning even the most transparent of transactions, when an originator goes out of their way to transfer rights to the buyer of the accompanying NFT. The minimum requirement — even courtesy — for the assignment of rights is the identification of the work itself; as Guadamuz notes, this is tricky for NFTs as they are written in code (1374). The blockchain’s openness and transparency are its key benefits, but until the code can explicitly include (or concretely and permanently reference) the ‘content’ of an NFT, its utility as a system of ownership is questionable. Decentralisation, too, is raised consistently as a key positive characteristic of blockchain technology. Despite the energy required for this decentralisation (addressed shortly), it is true that, at least in its base code, blockchain is a technology with no centralised source of truth or verification. Instead, such verification is performed by every node on the chain. On the surface, for the film industry, this might mean modes of financing, rights management, and distribution chains that are not beholden to multinational media conglomerates, streamers like Netflix, niche intermediaries, or legacy studios. The result here would be a flattening of the terrain: breaking down studio and corporate gatekeeping in favour of a more democratised creative landscape. Creators and creative teams would work peer-to-peer, paying, contracting, servicing, and distribution via the blockchain, with iron-clad, publicly accessible tracking of transactions and ownership. The alternative, though, is that the same imbalances persist, just in a different form: this is outlined in the next section. As Hunter Vaughan writes, the film industry’s environmental impact has long been under-examined. Its practices are diverse, distributed, and hard to quantify. Cinematic images, Vaughan writes, “do not come from nothing, and they do not vanish into the air: they have always been generated by the earth and sun, by fossil fuels and chemical reactions, and our enjoyment of them has material consequences” (3). We believe that by watching a “green” film like Avatar we are doing good, but it implicates us in the dirty secret, an issue of “ignorance and of voluntary psychosis” where “we do not see who we are harming or how these practices are affecting the environment, and we routinely agree to accept the virtual as real” (5). Beyond questions of implication and eco-material conceptualisation, however, there are stark facts. In the 1920s, the Kodak Park Plant in New York drew 12 million gallons of water from Lake Ontario each day to produce film stock. As the twentieth century came to a close, this amount — for a single film plant — had grown to 35-53 million gallons per day. The waste water was perfunctorily “cleaned” and then dumped into surrounding rivers (72-3). This was just one plant, and one part of the filmmaking process. With the shift to digital, this cost might now be calculated in the extraction of precious metals used to make contemporary cameras, computers, or storage devices. Regardless, extrapolate outwards to a global film industry and one quickly realises the impact is almost beyond comprehension. Considering — let alone calculating — the carbon footprint of blockchain requires outlining some fundamentals of the technology. The two primary architectures of blockchain are Proof of Work (PoW) and Proof of Stake (PoS), both of which denote methods of adding and verifying new blocks to a chain. PoW was the first model, employed by Bitcoin and the first iteration of Ethereum. In a PoW model, each new block has a specific cryptographic hash. To confirm the new block, crypto miners use their systems to generate a target hash that is less than or equal to that of the block. The systems process these calculations quickly, as the goal is to be “the first miner with the target hash because that miner is the one who can update the blockchain and receive crypto rewards” (Daly). The race for block confirmation necessitates huge amounts of processing power to make these quick calculations. The PoS model differs in that miners are replaced by validators (or staking services where participants pool validation power). Rather than investing in computer power, validators invest in the blockchain’s coins, staking those coins (tokens) in a smart contract (think of this contract like a bank account or vault). When a new block is proposed, an algorithm chooses a validator based on the size of their stake; if the block is verified, the validator receives further cryptocurrency as a reward (Castor). Given the ubiquity and exponential growth of blockchain technology and its users, an accurate quantification of its carbon footprint is difficult. For some precedent, though, one might consider the impact of the Bitcoin blockchain, which runs on a PoW model. As the New York Times so succinctly puts it: “the process of creating Bitcoin to spend or trade consumes around 91 terawatt-hours of electricity annually, more than is used by Finland, a nation of about 5.5 million” (Huang, O’Neill and Tabuchi). The current Ethereum system (at time of writing), where the majority of NFT transactions take place, also runs on PoW, and it is estimated that a single Ethereum transaction is equivalent to nearly nine days of power consumption by an average US household (Digiconomist). Ethereum always intended to operate on a PoS system, and the transition to this new model is currently underway (Castor). Proof of Stake transactions use significantly less energy — the new Ethereum will supposedly be approximately 2,000 times more energy efficient (Beekhuizen). However, newer systems such as Solana have been explicit about their efficiency goals, stating that a single Solana transaction uses less energy (1,837 Joules, to be precise) than keeping an LED light on for one hour (36,000 J); one Ethereum transaction, for comparison, uses over 692 million J (Solana). In addition to energy usage, however, there is also the question of e-waste as a result of mining and general blockchain operations which, at the time of writing, for Bitcoin sits at around 32 kilotons per year, around the same as the consumer IT wastage of the Netherlands (de Vries and Stoll). How the growth in NFT awareness and adoption amplifies this impact remains to be seen, but depending on which blockchain they use, they may be wasting energy and resources by design. If using a PoW model, the more valuable the cryptocurrency used to make the purchase, the more energy (“gas”) required to authenticate the purchase across the chain. Images abound online of jerry-rigged crypto data centres of varying quality (see also efficiency and safety). With each NFT minted, sold, or traded, these centres draw — and thus waste, for gas — more and more energy. With increased public attention and scrutiny, cryptocurrencies are slowly realising that things could be better. As sustainable alternatives become more desirable and mainstream, it is safe to predict that many NFT marketplaces may migrate to Cardano, Solana, or other more efficient blockchain bases. For now, though, this article considers the existing implementations of NFTs and blockchain technology within the film industry. Current Implementations The current applications of NFTs in film centre around financing and distribution. In terms of the former, NFTs are saleable items that can raise capital for production, distribution, or marketing. As previously mentioned, director Kevin Smith launched Jay & Silent Bob’s Crypto Studio in order to finish and release Killroy Was Here. Smith released over 600 limited edition tokens, including one of the film itself (Moore). In October 2021, renowned Hong Kong director Wong Kar-wai sold an NFT with unreleased footage from his film In the Mood for Love at Sotheby’s for US$550,000 (Raybaud). Quentin Tarantino entered the arena in January 2022, auctioning uncut scenes from his 1994 film Pulp Fiction, despite the threat of legal action from the film’s original distributor Miramax (Dailey). In Australia, an early adopter of the technology is director Michael Beets, who works in virtual production and immersive experiences. His immersive 14-minute VR film Nezunoban (2020) was split into seven different chapters, and each chapter was sold as an NFT. Beets also works with artists to develop entry tickets that are their own piece of generative art; with these tickets and the chapters selling for hundreds of dollars at a time, Beets seems to have achieved the impossible: turning a profit on a short film (Fletcher). Another Australian writer-producer, Samuel Wilson, now based in Canada, suggests that the technology does encourage filmmakers to think differently about what they create: At the moment, I’m making NFTs from extra footage of my feature film Miles Away, which will be released early next year. In one way, it’s like a new age of behind-the-scenes/bonus features. I have 14 hours of DV tapes that I’m cutting into a short film which I will then sell in chapters over the coming months. One chapter will feature the dashing KJ Apa (Songbird, Riverdale) without his shirt on. So, hopefully that can turn some heads. (Wilson, in Fletcher) In addition to individual directors, a number of startup companies are also seeking to get in on the action. One of these is Vuele, which is best understood as a blockchain-based streaming service: an NFT Netflix, if you like. In addition to films themselves, the service will offer extra content as NFTs, including “behind the scenes content, bonus features, exclusive Q&As, and memorabilia” (CurrencyWorks). Vuele’s launch title is Zero Contact, directed by Rick Dugdale and starring Anthony Hopkins. The film is marketed as “the World’s First NFT Feature Film” (as at the time of writing, though, both Vuele and its flagship film have yet to launch). Also launching is NFT Studios, a blockchain-based production company that distributes the executive producer role to those buying into the project. NFT Studios is a decentralised administrative organisation (DAO), guided by tech experts, producers, and film industry intermediaries. NFT Studios is launching with A Wing and a Prayer, a biopic of aeronaut Brian Milton (NFT Studios), and will announce their full slate across festivals in 2022. In Australia, Culture Vault states that its aim is to demystify crypto and champion Australian artists’ rights and access to the space. Co-founder and CEO Michelle Grey is well aware of the aforementioned current social capital of NFTs, but is also acutely aware of the space’s opacity and the ubiquity of often machine-generated tat. “The early NFT space was in its infancy, there was a lot of crap around, but don’t forget there’s a lot of garbage in the traditional art world too,” she says (cited in Miller). Grey and her company effectively act like art dealers; intermediaries between the tech and art worlds. These new companies claim to be adhering to the principles of web3, often selling themselves as collectives, DAOs, or distributed administrative systems. But the entrenched tendencies of the film industry — particularly the persistent Hollywood system — are not so easily broken down. Vuele is a joint venture between CurrencyWorks and Enderby Entertainment. The former is a financial technology company setting up blockchain systems for businesses, including the establishment of branded digital currencies such as the controversial FreedomCoin (Memoria); the latter, Enderby, is a production company founded by Canadian film producer (and former investor relations expert in the oil and uranium sectors) Rick Dugdale (Wiesner). Similarly, NFT Studios is partnered with consulting and marketing agencies and blockchain venture capitalists (NFT Investments PLC). Depending on how charitable or cynical one is feeling, these start-ups are either helpful intermediaries to facilitate legacy media moving into NFT technology, or the first bricks in the capitalist wall to bar access for entry to other players. The Future Is… Buffering Marketplaces like Mintable, OpenSea, and Rarible do indeed make the minting and selling of NFTs fairly straightforward — if you’ve ever listed an item for sale on eBay or Facebook, you can probably mint an NFT. Despite this, the current major barrier for average punters to the NFT space remains technical knowledge. The principles of blockchain remain fairly opaque — even this author, who has been on a deep dive for this article, remains sceptical that widespread adoption across multiple applications and industries is feasible. Even so, as Rennie notes, “the unknown is not what blockchain technology is, or even what it is for (there are countless ‘use cases’), but how it structures the actions of those who use it” (235). At the time of writing, a great many commentators and a small handful of scholars are speculating about the role of the metaverse in the creative space. If the endgame of the metaverse is realised, i.e., a virtual, interactive space where users can interact, trade, and consume entertainment, the role of creators, dealers, distributors, and other brokers and players will be up-ended, and have to re-settle once again. Film industry practitioners might look to the games space to see what the road might look like, but then again, in an industry that is — at its best — somewhat resistant to change, this may simply be a fad that blows over. Blockchain’s current employment as a get-rich-quick mechanism for the algorithmic literati and as a computational extension of existing power structures suggests nothing more than another techno-bubble primed to burst (Patrickson 591-2; Klein). Despite the aspirational commentary surrounding distributed administrative systems and organisations, the current implementations are restricted, for now, to startups like NFT Studios. In terms of cinema, it does remain to be seen whether the deployment of NFTs will move beyond a kind of “Netflix with tchotchkes” model, or a variant of crowdfunding with perks. Once Vuele and NFT Studios launch properly, we may have a sense of how this all will play out, particularly alongside less corporate-driven, more artistically-minded initiatives like that of Michael Beets and Culture Vault. It is possible, too, that blockchain technology may streamline the mechanics of the industry in terms of automating or simplifying parts of the production process, particularly around contracts, financing, licensing. This would obviously remove some of the associated labour and fees, but would also de-couple long-established parts and personnel of the industry — would Hollywood and similar industrial-entertainment complexes let this happen? As with any of the many revolutions that have threatened to kill or resurrect the (allegedly) long-suffering cinematic object, we just have to wait, and watch. References Alexander, Bryan. “Kevin Smith Reveals Why He’s Auctioning Off New His Film ‘Killroy Was Here’ as an NFT.” USA TODAY, 15 Apr. 2021. <https://www.usatoday.com/story/entertainment/movies/2021/04/15/kevin-smith-auctioning-new-film-nft-killroy-here/7244602002/>. Beekhuizen, Carl. “Ethereum’s Energy Usage Will Soon Decrease by ~99.95%.” Ethereum Foundation Blog, 18 May 2021. <https://blog.ethereum.org/2021/05/18/country-power-no-more/>. Beller, Jonathan. “Economic Media: Crypto and the Myth of Total Liquidity.” Australian Humanities Review 66 (2020): 215-225. Beller, Jonathan. The Cinematic Mode of Production: Attention Economy and the Society of the Spectacle. Hanover, NH: Dartmouth College P, 2006. Bowden, James, and Edward Thomas Jones. “NFTs Are Much Bigger than an Art Fad – Here’s How They Could Change the World.” The Conversation, 26 Apr. 2021. <http://theconversation.com/nfts-are-much-bigger-than-an-art-fad-heres-how-they-could-change-the-world-159563>. Cardano. “Cardano, Ouroboros.” 14 Feb. 2022 <https://cardano.org/ouroboros/>. Castor, Amy. “Why Ethereum Is Switching to Proof of Stake and How It Will Work.” MIT Technology Review, 4 Mar. 2022. <https://www.technologyreview.com/2022/03/04/1046636/ethereum-blockchain-proof-of-stake/>. CurrencyWorks. “Vuele - CurrencyWorks™.” 3 Feb. 2022 <https://currencyworks.io/project/vuele/>. Dailey, Natasha. “Quentin Tarantino Will Sell His ‘Pulp Fiction’ NFTs This Month despite a Lawsuit from the Film’s Producer Miramax.” Business Insider, 5 Jan. 2022. <https://www.businessinsider.com.au/quentin-tarantino-to-sell-pulp-fiction-nft-despite-miramax-lawsuit-2022-1>. 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There is, in our sense of place, little cognisance of what lies underground. Yet our sense of place, instinctive, unconscious, primeval, has its own underground: the secret spaces which mirror our insides; the world beneath the skin. Our roots lie beneath the ground, with the minerals and the dead. (Hughes 83) The-Home-and-Away-Game Imagine the earth-grounded, “diagrammatological” trajectory of a footballer who as one member of a team is psyching himself up before the start of a game. The siren blasts its trumpet call. The footballer bursts out of the pavilion (where this psyching up has taken place) to engage in the opening bounce or kick of the game. And then: running, leaping, limping after injury, marking, sliding, kicking, and possibly even passing out from concussion. Finally, the elation accompanying the final siren, after which hugs, handshakes and raised fists conclude the actual match on the football oval. This exit from the pavilion, the course the player takes during the game itself, and return to the pavilion, forms a combination of stasis and movement, and a return to exhausted stasis again, that every player engages with regardless of the game code. Examined from a “diagrammatological” perspective, a perspective Rowan Wilken (following in the path of Gilles Deleuze and W. J. T. Mitchell) understands as “a generative process: a ‘metaphor’ or way of thinking — diagrammatic, diagrammatological thinking — which in turn, is linked to poetic thinking” (48), this footballer’s scenario arises out of an aerial perspective that depicts the actual spatial trajectory the player takes during the course of a game. It is a diagram that is digitally encoded via a sensor on the footballer’s body, and being an electronically encoded diagram it can also make available multiple sets of data such as speed, heartbeat, blood pressure, maybe even brain-wave patterns. From this limited point of view there is only one footballer’s playing trajectory to consider; various groupings within the team, the whole team itself, and the diagrammatological depiction of its games with various other teams might also be possible. This singular imagining though is itself an actuality: as a diagram it is encoded as a graphic image by a satellite hovering around the earth with a Global Positioning System (GPS) reading the sensor attached to the footballer which then digitally encodes this diagrammatological trajectory for appraisal later by the player, coach, team and management. In one respect, this practice is another example of a willing self-surveillance critical to explaining the reflexive subject and its attribute of continuous self-improvement. According to Docker, Official Magazine of the Fremantle Football Club, this is a technique the club uses as a part of game/play assessment, a system that can provide a “running map” for each player equipped with such a tracking device during a game. As the Fremantle Club’s Strength and Conditioning Coach Ben Tarbox says of this tactic, “We’re getting a physiological profile that has started to build a really good picture of how individual players react during a game” (21). With a little extra effort (and some sizeable computer processing grunt) this two dimensional linear graphic diagram of a footballer working the football ground could also form the raw material for a three-dimensional animation, maybe a virtual reality game, even a hologram. It could also be used to sideline a non-performing player. Now try another related but different imagining: what if this diagrammatological trajectory could be enlarged a little to include the possibility that this same player’s movements could be mapped out by the idea of home-and-away games; say over the course of a season, maybe even a whole career, for instance? No doubt, a wide range of differing diagrammatological perspectives might suggest themselves. My own particular refinement of this movement/stasis on the footballer’s part suggests my own distinctive comings and goings to and from my own specific piece of home country. And in this incessantly domestic/real world reciprocity, in this diurnally repetitive leaving and coming back to home country, might it be plausible to think of “Home as Capital of the Region”? If, as Walter Benjamin suggests in the prelude to his monumental Arcades Project, “Paris — the Capital of the Nineteenth Century,” could it be that both in and through my comings and goings to and from this selfsame home country, my own burgeoning sense of regionality is constituted in every minute-by-minutiae of lived experience? Could it be that this feeling about home is manifested in my every day-to-night manoeuvre of home-and-away-and-away-and-home-making, of every singular instance of exit, play/engage, and the return home? “Home, Capital of the Region” then examines the idea that my home is that part of the country which is the still-point of eternal return, the bedrock to which I retreat after the daily grind, and the point from which I start out and do it all again the next day. It employs, firstly, this ‘diagrammatological’ perspective to illustrate the point that this stasis/movement across country can make an electronic record of my own psychic self-surveillance and actualisation in-situ. And secondly, the architectural plan of the domestic home (examined through the perspective of critical regionalism) is used as a conduit to illustrate how I am physically embedded in country. Lastly, intermingling these digressive threads is chora, Plato’s notion of embodied place and itself an ancient regional rendering of this eternal return to the beginning, the place where the essential diversity of country decisively enters the soul. Chora: Core of Regionality Kevin Lynch writes that, “Our senses are local, while our experience is regional” (10), a combination that suggests this regional emphasis on home-and-away-making might be a useful frame of reference (simultaneously spatiotemporal, both a visceral and encoded communication) for me to include as a crucial vector in my own life-long learning package. Regionality (as, variously, a sub-generic categorisation and an extension/concentration of nationality, as well as a recently re-emerged friend/antagonist to a global understanding) infuses my world of home with a grounded footing in country, one that is a site of an Eternal Return to the Beginning in the micro-world of the everyday. This is a point John Sallis discusses at length in his analysis of Plato’s Timaeus and its founding notion of regionality: chora. More extended absences away from home-base are of course possible but one’s return to home on most days and for most nights is a given of post/modern, maybe even of ancient everyday experience. Even for the continually shifting nomad, nightfall in some part of the country brings the rest and recreation necessary for the next day’s wanderings. This fundamental question of an Eternal Return to the Beginning arises as a crucial element of the method in Plato’s Timaeus, a seemingly “unstructured” mythic/scientific dialogue about the origins and structure of both the psychically and the physically implaced world. In the Timaeus, “incoherence is especially obvious in the way the natural sequence in which a narrative would usually unfold is interrupted by regressions, corrections, repetitions, and abrupt new beginnings” (Gadamer 160). Right in the middle of the Timaeus, in between its sections on the “Work of Reason” and the “Work of Necessity”, sits chora, both an actual spatial and bodily site where my being intersects with my becoming, and where my lived life criss-crosses the various arts necessary to articulating a recorded version of that life. Every home is a grounded chora-logical timespace harness guiding its occupant’s thoughts, feelings and actions. My own regionally implaced chora (an example of which is the diagrammatological trajectory already outlined above as my various everyday comings and goings, of me acting in and projecting myself into context) could in part be understood as a graphical realisation of the extent of my movements and stationary rests in my own particular timespace trajectory. The shorthand for this process is ‘embedded’. Gregory Ulmer writes of chora that, “While chorography as a term is close to choreography, it duplicates a term that already exists in the discipline of geography, thus establishing a valuable resonance for a rhetoric of invention concerned with the history of ‘place’ in relation to memory” (Heuretics 39, original italics). Chorography is the geographic discipline for the systematic study and analysis of regions. Chora, home, country and regionality thus form an important multi-dimensional zone of interplay in memorialising the game of everyday life. In light of these observations I might even go so far as to suggest that this diagrammatological trajectory (being both digital and GPS originated) is part of the increasingly electrate condition that guides the production of knowledge in any global/regional context. This last point is a contextual connection usefully examined in Alan J. Scott’s Regions and the World Economy: The Coming Shape of Global Production, Competition, and Political Order and Michael Storper’s The Regional World: Territorial Development in a Global Economy. Their analyses explicitly suggest that the symbiosis between globalisation and regionalisation has been gathering pace since at least the end of World War Two and the Bretton Woods agreement. Our emerging understanding of electracy also happens to be Gregory Ulmer’s part-remedy for shifting the ground under the intense debates surrounding il/literacy in the current era (see, in particular, Internet Invention). And, for Tony Bennett, Michael Emmison and John Frow’s analysis of “Australian Everyday Cultures” (“Media Culture and the Home” 57–86), it is within the home that our un.conscious understanding of electronic media is at its most intense, a pattern that emerges in the longer term through receiving telegrams, compiling photo albums, listening to the radio, home- and video-movies, watching the evening news on television, and logging onto the computer in the home-office, media-room or home-studio. These various generalisations (along with this diagrammatological view of my comings and goings to and from the built space of home), all point indiscriminately to a productive confusion surrounding the sedentary and nomadic opposition/conjunction. If natural spaces are constituted in nouns like oceans, forests, plains, grasslands, steppes, deserts, rivers, tidal interstices, farmland etc. (and each categorisation here relies on the others for its existence and demarcation) then built space is often seen as constituting its human sedentary equivalent. For Deleuze and Guatteri (in A Thousand Plateaus, “1227: Treatise on Nomadology — The War Machine”) these natural spaces help instigate a nomadic movement across localities and regions. From a nomadology perspective, these smooth spaces unsettle a scientific, numerical calculation, sometimes even aesthetic demarcation and order. If they are marked at all, it is by heterogenous and differential forces, energised through constantly oscillating intensities. A Thousand Plateaus is careful though not to elevate these smooth nomadic spaces over the more sedentary spaces of culture and power (372–373). Nonetheless, as Edward S. Casey warns, “In their insistence on becoming and movement, however, the authors of A Thousand Plateaus overlook the placial potential of settled dwelling — of […] ‘built places’” (309, original italics). Sedentary, settled dwelling centred on home country may have a crust of easy legibility and order about it but it also formats a locally/regionally specific nomadic quality, a point underscored above in the diagrammatological perspective. The sedentary tendency also emerges once again in relation to home in the architectural drafting of the domestic domicile. The Real Estate Revolution When Captain Cook planted the British flag in the sand at Botany Bay in 1770 and declared the country it spiked as Crown Land and henceforth will come under the ownership of an English sovereign, it was also the moment when white Australia’s current fascination with real estate was conceived. In the wake of this spiking came the intense anxiety over Native Title that surfaced in late twentieth century Australia when claims of Indigenous land grabs would repossess suburban homes. While easily dismissed as hyperbole, a rhetorical gesture intended to arouse this very anxiety, its emergence is nonetheless an indication of the potential for political and psychic unsettling at the heart of the ownership and control of built place, or ‘settled dwelling’ in the Australian context. And here it would be wise to include not just the gridded, architectural quality of home-building and home-making, but also the home as the site of the family romance, another source of unsettling as much as a peaceful calming. Spreading out from the boundaries of the home are the built spaces of fences, bridges, roads, railways, airport terminals (along with their interconnecting pathways), which of course brings us back to the communications infrastructure which have so often followed alongside the development of transport infrastructure. These and other elements represent this conglomerate of built space, possibly the most significant transformation of natural space that humanity has brought about. For the purposes of this meditation though it is the more personal aspect of built space — my home and regional embeddedness, along with their connections into the global electrosphere — that constitutes the primary concern here. For a sedentary, striated space to settle into an unchallenged existence though requires a repression of the highest order, primarily because of the home’s proximity to everyday life, of the latter’s now fading ability to sometimes leave its presuppositions well enough alone. In settled, regionally experienced space, repressions are more difficult to abstract away, they are lived with on a daily basis, which also helps to explain the extra intensity brought to their sometimes-unsettling quality. Inversely, and encased in this globalised electro-spherical ambience, home cannot merely be a place where one dwells within avoiding those presuppositions, I take them with me when I travel and they come back with me from afar. This is a point obliquely reflected in Pico Iyer’s comment that “Australians have so flexible a sense of home, perhaps, that they can make themselves at home anywhere” (185). While our sense of home may well be, according to J. Douglas Porteous, “the territorial core” of our being, when other arrangements of space and knowledge shift it must inevitably do so as well. In these shifts of spatial affiliation (aided and abetted by regionalisation, globalisation and electronic knowledge), the built place of home can no longer be considered exclusively under the illusion of an autonomous sanctuary wholly guaranteed by capitalist property relations, one of the key factors in its attraction. These shifts in the cultural, economic and psychic relation of home to country are important to a sense of local and regional implacement. The “feeling” of autonomy and security involved in home occupation and/or ownership designates a component of this implacement, a point leading to Eric Leed’s comment that, “By the sixteenth century, literacy had become one of the definitive signs — along with the possession of property and a permanent residence — of an independent social status” (53). Globalising and regionalising forces make this feeling of autonomy and security dynamic, shifting the ground of home, work-place practices and citizenship allegiances in the process. Gathering these wide-ranging forces impacting on psychic and built space together is the emergence of critical regionalism as a branch of architectonics, considered here as a theory of domestic architecture. Critical Regionality Critical regionalism emerged out of the collective thinking of Liane Lefaivre and Alexander Tzonis (Tropical Architecture; Critical Regionalism), and as these authors themselves acknowledge, was itself deeply influenced by the work of Lewis Mumford during the first part of the twentieth century when he was arguing against the authority of the international style in architecture, a style epitomised by the Bauhaus movement. It is Kenneth Frampton’s essay, “Towards a Critical Regionalism: Six Points for an Architecture of Resistance” that deliberately takes this question of critical regionalism and makes it a part of a domestic architectonic project. In many ways the ideas critical regionalism espouses can themselves be a microcosm of this concomitantly emerging global/regional polis. With public examples of built-form the power of the centre is on display by virtue of a building’s enormous size and frequently high-cultural aesthetic power. This is a fact restated again and again from the ancient world’s agora to Australia’s own political bunker — its Houses of Parliament in Canberra. While Frampton discusses a range of aspects dealing with the universal/implaced axis across his discussion, it is points five and six that deserve attention from a domestically implaced perspective. Under the sub-heading, “Culture Versus Nature: Topography, Context, Climate, Light and Tectonic Form” is where he writes that, Here again, one touches in concrete terms this fundamental opposition between universal civilization and autochthonous culture. The bulldozing of an irregular topography into a flat site is clearly a technocratic gesture which aspires to a condition of absolute placelessness, whereas the terracing of the same site to receive the stepped form of a building is an engagement in the act of “cultivating” the site. (26, original italics) The “totally flat datum” that the universalising tendency sometimes presupposes is, within the critical regionalist perspective, an erroneous assumption. The “cultivation” of a site for the design of a building illustrates the point that built space emerges out of an interaction between parallel phenomena as they contrast and/or converge in a particular set of timespace co-ordinates. These are phenomena that could include (but are not limited to) geomorphic data like soil and rock formations, seismic activity, inclination and declension; climatic considerations in the form of wind patterns, temperature variations, rainfall patterns, available light and dark, humidity and the like; the building context in relation to the cardinal points of north, south, east, and west, along with their intermediary positions. There are also architectural considerations in the form of available building materials and personnel to consider. The social, psychological and cultural requirements of the building’s prospective in-dwellers are intermingled with all these phenomena. This is not so much a question of where to place the air conditioning system but the actuality of the way the building itself is placed on its site, or indeed if that site should be built on at all. A critical regionalist building practice, then, is autochthonous to the degree that a full consideration of this wide range of in-situ interactions is taken into consideration in the development of its design plan. And given this autochthonous quality of the critical regionalist project, it also suggests that the architectural design plan itself (especially when it utilised in conjunction with CAD and virtual reality simulations), might be the better model for designing electrate-centred projects rather than writing or even the script. The proliferation of ‘McMansions’ across many Australian suburbs during the 1990s (generally, oversized domestic buildings designed in the abstract with little or no thought to the above mentioned elements, on bulldozed sites, with powerful air-conditioning systems, and no verandas or roof eves to speak of) demonstrates the continuing influence of a universal, centralising dogma in the realm of built place. As summer temperatures start to climb into the 40°C range all these air-conditioners start to hum in unison, which in turn raises the susceptibility of the supporting infrastructure to collapse under the weight of an overbearing electrical load. The McMansion is a clear example of a built form that is envisioned more so in a drafting room, a space where the architect is remote-sensing the locational specificities. In this envisioning (driven more by a direct line-of-sight idiom dominant in “flat datum” and economic considerations rather than architectural or experiential ones), the tactile is subordinated, which is the subject of Frampton’s sixth point: It is symptomatic of the priority given to sight that we find it necessary to remind ourselves that the tactile is an important dimension in the perception of built form. One has in mind a whole range of complementary sensory perceptions which are registered by the labile body: the intensity of light, darkness, heat and cold; the feeling of humidity; the aroma of material; the almost palpable presence of masonry as the body senses it own confinement; the momentum of an induced gait and the relative inertia of the body as it traverses the floor; the echoing resonance of our own footfall. (28) The point here is clear: in its wider recognition of, and the foregrounding of my body’s full range of sensate capacities in relation to both natural and built space, the critical regionalist approach to built form spreads its meaning-making capacities across a broader range of knowledge modalities. This tactility is further elaborated in more thoroughly personal ways by Margaret Morse in her illuminating essay, “Home: Smell, Taste, Posture, Gleam”. Paradoxically, this synaesthetic, syncretic approach to bodily meaning-making in a built place, regional milieu intensely concentrates the site-centred locus of everyday life, while simultaneously, the electronic knowledge that increasingly underpins it expands both my body’s and its region’s knowledge-making possibilities into a global gestalt, sometimes even a cosmological one. It is a paradoxical transformation that makes us look anew at social, cultural and political givens, even objective and empirical understandings, especially as they are articulated through national frames of reference. Domestic built space then is a kind of micro-version of the multi-function polis where work, pleasure, family, rest, public display and privacy intermingle. So in both this reduction and expansion in the constitution of domestic home life, one that increasingly represents the location of the production of knowledge, built place represents a concentration of energy that forces us to re-imagine border-making, order, and the dynamic interplay of nomadic movement and sedentary return, a point that echoes Nicolas Rothwell’s comment that “every exile has in it a homecoming” (80). Albeit, this is a knowledge-making milieu with an expanded range of modalities incorporated and expressed through a wide range of bodily intensities not simply cognitive ones. Much of the ambiguous discontent manifested in McMansion style domiciles across many Western countries might be traced to the fact that their occupants have had little or no say in the way those domiciles have been designed and/or constructed. In Heidegger’s terms, they have not thought deeply enough about “dwelling” in that building, although with the advent of the media room the question of whether a “building” securely borders both “dwelling” and “thinking” is now open to question. As anxieties over border-making at all scales intensifies, the complexities and un/sureties of natural and built space take ever greater hold of the psyche, sometimes through the advance of a “high level of critical self-consciousness”, a process Frampton describes as a “double mediation” of world culture and local conditions (21). Nearly all commentators warn of a nostalgic, romantic or a sentimental regionalism, the sum total of which is aimed at privileging the local/regional and is sometimes utilised as a means of excluding the global or universal, sometimes even the national (Berry 67). Critical regionalism is itself a mediating factor between these dispositions, working its methods and practices through my own psyche into the local, the regional, the national and the global, rejecting and/or accepting elements of these domains, as my own specific context, in its multiplicity, demands it. If the politico-economic and cultural dimensions of this global/regional world have tended to undermine the process of border-making across a range of scales, we can see in domestic forms of built place the intense residue of both their continuing importance and an increased dependency on this electro-mediated world. This is especially apparent in those domiciles whose media rooms (with their satellite dishes, telephone lines, computers, television sets, games consuls, and music stereos) are connecting them to it in virtuality if not in reality. Indeed, the thought emerges (once again keeping in mind Eric Leed’s remark on the literate-configured sense of autonomy that is further enhanced by a separate physical address and residence) that the intense importance attached to domestically orientated built place by globally/regionally orientated peoples will figure as possibly the most viable means via which this sense of autonomy will transfer to electronic forms of knowledge. If, however, this here domestic habitué turns his gaze away from the screen that transports me into this global/regional milieu and I focus my attention on the physicality of the building in which I dwell, I once again stand in the presence of another beginning. This other beginning is framed diagrammatologically by the building’s architectural plans (usually conceived in either an in-situ, autochthonous, or a universal manner), and is a graphical conception that anchors my body in country long after the architects and builders have packed up their tools and left. This is so regardless of whether a home is built, bought, rented or squatted in. Ihab Hassan writes that, “Home is not where one is pushed into the light, but where one gathers it into oneself to become light” (417), an aphorism that might be rephrased as follows: “Home is not where one is pushed into the country, but where one gathers it into oneself to become country.” For the in-and-out-and-around-and-about domestic dweller of the twenty-first century, then, home is where both regional and global forms of country decisively enter the soul via the conduits of the virtuality of digital flows and the reality of architectural footings. 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