Academic literature on the topic 'Song selection based on user's actions'

Advanced social network applications and technologies offer a wide range of opportunities for experts and developers to exploit efficiently a large amount of services and user-generated content produced through social networking. The mobile user prefers to use mobile devices to ask for relevant services and hope to get replies the sooner possible. The efficient selection of relevant services according to user's needs and preferences in real time is becoming a challenging task. This article presents an efficient multimedia document adaptation approach. It's based on various entities of various social networks, such as users, tags and services, with semantic relations between them. Such networks are known as multi-partite and can be used for determining relevant adaptation actions that the user has the fully exploitation of multimedia documents. The author's goal is to improve the assembly of potential adaptation services and the efficiency and effectiveness of the approach for communities' inferred social influence from a Twitter and Facebook as virtual semantic social networks environment.

An arcade-style game, Betakid, was developed to provide diabetic children an opportunity to practice and evaluate skills in food and insulin dose selection. The user participates in the events through displays of text and graphics, occasionally accompanied by music. Choices are made concerning insulin dose, diet, and exercise. A displayed score indicates the appropriateness of the user's actions. Remediation is available after each decision. During the design and initial evaluation of Betakid, a number of lessons were learned about the application of computer-based simluations to diabetes education and care. The approach that was followed in developing Betakid, a summary of the characteristics of the simulation, and a list of suggestions for efficiently developing this type of project are presented.

Cricket mating behavior reflects different strategies developed by sexual selection throughout evolutionary time. To our knowledge, only one species of the Neotropical cricket Trigonidiinae had its mating behavior studied so far. Here we expand this knowledge by describing the mating behavior of Cranistus colliurides Stål, 1861, a cricket commonly found in bushes and grasses along open fields or the forest edge. Adult crickets were collected in the municipality of Capão do Leão, State of Rio Grande do Sul, Brazil. Trials were carried out in laboratory to characterize the mating sequence. We quantified elapsed time of each behavioral sequence and discussed its implications in the observed mating behavior. The males of C. colliurides attracted females by means of a continuous trill, and receptive female triggers the beginning of the courtship through antennation. During courtship, copulation and post-copulatory actions, males showed a complex communication system based on information send to female by substrate vibration and an elaborated repertoire composed by calling, courtship and post-copulatory song. The mating behavior here described reveals divergence between related species hitherto studied which give us clues to understand how the sexual selection shaped the complex behaviors exhibited by Trigonidiinae crickets presently.

Nosy Crow Limited. Don’t Wake Up Tiger, 2018. Version unlisted. Apple App Store, https://itunes.apple.com/ca/app/dont-wake-up-tiger/id1336103707?mt=8 Suggested Age Range: Preschool (ages 3-5)Cost: $1.39 Don’t Wake Up Tiger follows the aesthetically inviting, kinesthetically engaging style and storytelling present in Britta Teckentrup’s 2016 picture book, Don’t Wake Up the Tiger. This iOS app includes an oral retelling (narrated by Charlotte Rose Allen) with kinesthetic prompts, as well as a song clip, and two themed games. A gentle story about animal friends working together for a tiger’s birthday surprise, this multimedia text is a virtually wordless version of the physical book. Embracing the narrative and interactive style common to Teckentrup’s other works, the user can see the effects of their actions animated, such as blowing on a balloon, rubbing Tiger’s nose and rocking him to sleep, rather than relying on illustrations in the book to mimic such movements through page turns. There are instances in which written text might have been more purposefully integrated for this audience, for example, including highlighted lyrics to the familiar Happy Birthday song or inserting key words during the story, such as “pop” when a balloon bursts. Prompts given during the story are only offered once orally by the narrator (accompanied by a vague visual aid), and are thereafter primarily text-based, possibly necessitating a supervising adult to intervene with additional prompting, particularly during the first play. Although these details do not detract from the overall quality of the app, such minutiae may deter first time users if they cannot complete the actions and play/listen/interact with the story intuitively on their own. Both games offered are themed with the characters and colour palette from the story, and are of varying levels of difficulty; Matching Pairs is a traditional flip and pair memory activity, while Spot the Difference is a side-by-side attention to detail task, comparing two images at a time and touching on the item(s) that are different. Simple and charming, Don’t Wake Up Tiger is a lovely, low-key reinterpretation of the physical book, and would make a nice addition to any preschooler’s app selection. Recommended for public libraries and early childhood settings, this app is best suited for children aged three to five. Recommended: 3 out of 4 stars Reviewed by: Alexandra Adams Alex is a busy mom and elementary school teacher, with a passion for early childhood education and the arts. She is currently working on her MLIS at the University of Alberta.

Введение. Проведен анализ применения этнокультурного подхода к музыкальному образованию младших школьников как фактору социализации обучающихся, их этнической идентификации и самоопределению в многонациональном культурном пространстве. Материал и методы. В процессе работы исследовался песенный материал в стиле местной народно-певческой традиции Никольского района Пензенской области, подголоски, напевы в народном стиле, которые составляют содержание этнокультурных и этномузыкальных знаний, осваиваемых младшими школьниками в фольклорном ансамбле. Их использование позволяет спроектировать процесс формирования этнокультурных и этномузыкальных знаний как личностный интеллектуальный опыт, основанный на внутреннем принятии информации и реализующий эти знания в практических действиях. Результаты и обсуждение. Успешность формирования этнокультурных и этномузыкальных знаний младших школьников зависит от нескольких факторов: согласованности содержания музыкального репертуара специфике, формам и видам музыкально-творческой деятельности учащихся (фольклорной интерпретации, театрализации народной песни, пластическому интонированию и других); соответствия принципам наглядности, учета возрастного развития подрастающего поколения; возможности реализации принципа взаимодействия традиционных видов искусства в процессе его освоения в фольклорном ансамбле. В качестве элементов отбора музыкально-краеведческого материала актуализируется его духовно-нравственное содержание, наличие музыкально-художественных традиций, способствующих реализации права ребенка на собственную национальную художественную культуру и язык в процессе его развития и эстетического воспитания. Никольский район Пензенской области богат своими музыкальными традициями, что представляет особый музыкально-краеведческий интерес. Музыкальные традиции сохраняются благодаря культуросозидающим персоналиям, историческим и архитектурным символам, музыкально-краеведческому и фольклорному материалу края. Все это позволяет младшим школьникам быстрее и легче ориентироваться в этнокультурном наследии своего народа, нередко воплощенного в синтезе музыкальных традиций национальностей, проживающих на территории данной области. Педагогический потенциал этнокультурного музыкального материала заключается в том, что обеспечивает простоту и яркость художественно-образного восприятия произведений данной направленности. Заключение. Целенаправленные, систематические занятия с детьми в фольклорном ансамбле способствуют сохранению духовно-нравственных ценностей музыкальной культуры этноса. Младшие школьники демонстрируют не только знание песенной и танцевальной культуры этносов, проживающих в Пензенской области, но и патриотические гражданские качества, актуальные для современного этапа развития общества.Introduction. The article analyzes the application of ethno-cultural approach to music education of younger students as a factor of socialization of students, their ethnic identification and self-determination in the multinational cultural space. Material and methods. In the course of work the song material was studied in the style of local folk song tradition of the Nikolsky district of the Penza region,the echoes, folk tunes which make up the content of ethno-cultural and ethnomusical knowledge mastered by younger schoolchildren in folklore ensemble. Their use makes it possible to design the process of formation of ethno-cultural and ethnomusical knowledge as a personal intellectual experience based on internal acceptance of information and implementing this knowledge in practical actions. Results and discussion. The success of the formation of ethno-cultural and ethnomusical knowledge of younger students depends on several factors, for example, the wealth of emotional and moral content of musical works or compliance with the specifics of children’s musical and creative activity. As elements of the selection of local history material, its spiritual and moral content, the presence of musical and artistic traditions that contribute to the realization of the child’s right to their own national art culture and language in the process of its development and aesthetic education are updated. Nikolsky district of the Penza region is rich in its musical traditions, has a historical, cultural and spiritual heritage, which includes valuable historical and architectural monuments associated with historical events, the lives of outstanding figures of culture and art of Russia. All this allows younger students to quickly and easily navigate the world of ethnomusical values of the native musical culture and the culture of other peoples. The pedagogical potential of ethnocultural musical material lies in the fact that it provides simplicity and brightness of the artistic-figurative perception of works of this orientation. Conclusion. Purposeful, systematic lessons with children in the folklore ensemble contribute to the preservation of spiritual and moral values of the musical culture of the ethnic group. Younger students demonstrate not only the knowledge of song and dance culture of ethnic groups living in the Penza region, but also Patriotic civic qualities relevant to the modern stage of development of society.

Introduction This article is a study in anxiety with regard to social online spaces (SOS) conceived of as dark. There are two possible ways to define ‘dark’ in this context. The first is that communication is dark because it either has limited distribution, is not open to all users (closed groups are a case example) or hidden. The second definition, linked as a result of the first, is the way that communication via these means is interpreted and understood. Dark social spaces disrupt the accepted top-down flow by the ‘gazing elite’ (data aggregators including social media), but anxious users might need to strain to notice what is out there, and this in turn destabilises one’s reception of the scene. In an environment where surveillance technologies are proliferating, this article examines contemporary, dark, interconnected, and interactive communications for the entangled affordances that might be brought to bear. A provocation is that resistance through counterveillance or “sousveillance” is one possibility. An alternative (or addition) is retreating to or building ‘dark’ spaces that are less surveilled and (perhaps counterintuitively) less fearful. This article considers critically the notion of dark social online spaces via four broad socio-technical concerns connected to the big social media services that have helped increase a tendency for fearful anxiety produced by surveillance and the perceived implications for personal privacy. It also shines light on the aspect of darkness where some users are spurred to actively seek alternative, dark social online spaces. Since the 1970s, public-key cryptosystems typically preserved security for websites, emails, and sensitive health, government, and military data, but this is now reduced (Williams). We have seen such systems exploited via cyberattacks and misappropriated data acquired by affiliations such as Facebook-Cambridge Analytica for targeted political advertising during the 2016 US elections. Via the notion of “parasitic strategies”, such events can be described as news/information hacks “whose attack vectors target a system’s weak points with the help of specific strategies” (von Nordheim and Kleinen-von Königslöw, 88). In accord with Wilson and Serisier’s arguments (178), emerging technologies facilitate rapid data sharing, collection, storage, and processing wherein subsequent “outcomes are unpredictable”. This would also include the effect of acquiescence. In regard to our digital devices, for some, being watched overtly—through cameras encased in toys, computers, and closed-circuit television (CCTV) to digital street ads that determine the resonance of human emotions in public places including bus stops, malls, and train stations—is becoming normalised (McStay, Emotional AI). It might appear that consumers immersed within this Internet of Things (IoT) are themselves comfortable interacting with devices that record sound and capture images for easy analysis and distribution across the communications networks. A counter-claim is that mainstream social media corporations have cultivated a sense of digital resignation “produced when people desire to control the information digital entities have about them but feel unable to do so” (Draper and Turow, 1824). Careful consumers’ trust in mainstream media is waning, with readers observing a strong presence of big media players in the industry and are carefully picking their publications and public intellectuals to follow (Mahmood, 6). A number now also avoid the mainstream internet in favour of alternate dark sites. This is done by users with “varying backgrounds, motivations and participation behaviours that may be idiosyncratic (as they are rooted in the respective person’s biography and circumstance)” (Quandt, 42). By way of connection with dark internet studies via Biddle et al. (1; see also Lasica), the “darknet” is a collection of networks and technologies used to share digital content … not a separate physical network but an application and protocol layer riding on existing networks. Examples of darknets are peer-to-peer file sharing, CD and DVD copying, and key or password sharing on email and newsgroups. As we note from the quote above, the “dark web” uses existing public and private networks that facilitate communication via the Internet. Gehl (1220; see also Gehl and McKelvey) has detailed that this includes “hidden sites that end in ‘.onion’ or ‘.i2p’ or other Top-Level Domain names only available through modified browsers or special software. Accessing I2P sites requires a special routing program ... . Accessing .onion sites requires Tor [The Onion Router]”. For some, this gives rise to social anxiety, read here as stemming from that which is not known, and an exaggerated sense of danger, which makes fight or flight seem the only options. This is often justified or exacerbated by the changing media and communication landscape and depicted in popular documentaries such as The Social Dilemma or The Great Hack, which affect public opinion on the unknown aspects of internet spaces and the uses of personal data. The question for this article remains whether the fear of the dark is justified. Consider that most often one will choose to make one’s intimate bedroom space dark in order to have a good night’s rest. We might pleasurably escape into a cinema’s darkness for the stories told therein, or walk along a beach at night enjoying unseen breezes. Most do not avoid these experiences, choosing to actively seek them out. Drawing this thread, then, is the case made here that agency can also be found in the dark by resisting socio-political structural harms. 1. Digital Futures and Anxiety of the Dark Fear of the darkI have a constant fear that something's always nearFear of the darkFear of the darkI have a phobia that someone's always there In the lyrics to the song “Fear of the Dark” (1992) by British heavy metal group Iron Maiden is a sense that that which is unknown and unseen causes fear and anxiety. Holding a fear of the dark is not unusual and varies in degree for adults as it does for children (Fellous and Arbib). Such anxiety connected to the dark does not always concern darkness itself. It can also be a concern for the possible or imagined dangers that are concealed by the darkness itself as a result of cognitive-emotional interactions (McDonald, 16). Extending this claim is this article’s non-binary assertion that while for some technology and what it can do is frequently misunderstood and shunned as a result, for others who embrace the possibilities and actively take it on it is learning by attentively partaking. Mistakes, solecism, and frustrations are part of the process. Such conceptual theorising falls along a continuum of thinking. Global interconnectivity of communications networks has certainly led to consequent concerns (Turkle Alone Together). Much focus for anxiety has been on the impact upon social and individual inner lives, levels of media concentration, and power over and commercialisation of the internet. Of specific note is that increasing commercial media influence—such as Facebook and its acquisition of WhatsApp, Oculus VR, Instagram, CRTL-labs (translating movements and neural impulses into digital signals), LiveRail (video advertising technology), Chainspace (Blockchain)—regularly changes the overall dynamics of the online environment (Turow and Kavanaugh). This provocation was born out recently when Facebook disrupted the delivery of news to Australian audiences via its service. Mainstream social online spaces (SOS) are platforms which provide more than the delivery of media alone and have been conceptualised predominantly in a binary light. On the one hand, they can be depicted as tools for the common good of society through notional widespread access and as places for civic participation and discussion, identity expression, education, and community formation (Turkle; Bruns; Cinque and Brown; Jenkins). This end of the continuum of thinking about SOS seems set hard against the view that SOS are operating as businesses with strategies that manipulate consumers to generate revenue through advertising, data, venture capital for advanced research and development, and company profit, on the other hand. In between the two polar ends of this continuum are the range of other possibilities, the shades of grey, that add contemporary nuance to understanding SOS in regard to what they facilitate, what the various implications might be, and for whom. By way of a brief summary, anxiety of the dark is steeped in the practices of privacy-invasive social media giants such as Facebook and its ancillary companies. Second are the advertising technology companies, surveillance contractors, and intelligence agencies that collect and monitor our actions and related data; as well as the increased ease of use and interoperability brought about by Web 2.0 that has seen a disconnection between technological infrastructure and social connection that acts to limit user permissions and online affordances. Third are concerns for the negative effects associated with depressed mental health and wellbeing caused by “psychologically damaging social networks”, through sleep loss, anxiety, poor body image, real world relationships, and the fear of missing out (FOMO; Royal Society for Public Health (UK) and the Young Health Movement). Here the harms are both individual and societal. Fourth is the intended acceleration toward post-quantum IoT (Fernández-Caramés), as quantum computing’s digital components are continually being miniaturised. This is coupled with advances in electrical battery capacity and interconnected telecommunications infrastructures. The result of such is that the ontogenetic capacity of the powerfully advanced network/s affords supralevel surveillance. What this means is that through devices and the services that they provide, individuals’ data is commodified (Neff and Nafus; Nissenbaum and Patterson). Personal data is enmeshed in ‘things’ requiring that the decisions that are both overt, subtle, and/or hidden (dark) are scrutinised for the various ways they shape social norms and create consequences for public discourse, cultural production, and the fabric of society (Gillespie). Data and personal information are retrievable from devices, sharable in SOS, and potentially exposed across networks. For these reasons, some have chosen to go dark by being “off the grid”, judiciously selecting their means of communications and their ‘friends’ carefully. 2. Is There Room for Privacy Any More When Everyone in SOS Is Watching? An interesting turn comes through counterarguments against overarching institutional surveillance that underscore the uses of technologies to watch the watchers. This involves a practice of counter-surveillance whereby technologies are tools of resistance to go ‘dark’ and are used by political activists in protest situations for both communication and avoiding surveillance. This is not new and has long existed in an increasingly dispersed media landscape (Cinque, Changing Media Landscapes). For example, counter-surveillance video footage has been accessed and made available via live-streaming channels, with commentary in SOS augmenting networking possibilities for niche interest groups or micropublics (Wilson and Serisier, 178). A further example is the Wordpress site Fitwatch, appealing for an end to what the site claims are issues associated with police surveillance (fitwatch.org.uk and endpolicesurveillance.wordpress.com). Users of these sites are called to post police officers’ identity numbers and photographs in an attempt to identify “cops” that might act to “misuse” UK Anti-terrorism legislation against activists during legitimate protests. Others that might be interested in doing their own “monitoring” are invited to reach out to identified personal email addresses or other private (dark) messaging software and application services such as Telegram (freeware and cross-platform). In their work on surveillance, Mann and Ferenbok (18) propose that there is an increase in “complex constructs between power and the practices of seeing, looking, and watching/sensing in a networked culture mediated by mobile/portable/wearable computing devices and technologies”. By way of critical definition, Mann and Ferenbok (25) clarify that “where the viewer is in a position of power over the subject, this is considered surveillance, but where the viewer is in a lower position of power, this is considered sousveillance”. It is the aspect of sousveillance that is empowering to those using dark SOS. One might consider that not all surveillance is “bad” nor institutionalised. It is neither overtly nor formally regulated—as yet. Like most technologies, many of the surveillant technologies are value-neutral until applied towards specific uses, according to Mann and Ferenbok (18). But this is part of the ‘grey area’ for understanding the impact of dark SOS in regard to which actors or what nations are developing tools for surveillance, where access and control lies, and with what effects into the future. 3. Big Brother Watches, So What Are the Alternatives: Whither the Gazing Elite in Dark SOS? By way of conceptual genealogy, consideration of contemporary perceptions of surveillance in a visually networked society (Cinque, Changing Media Landscapes) might be usefully explored through a revisitation of Jeremy Bentham’s panopticon, applied here as a metaphor for contemporary surveillance. Arguably, this is a foundational theoretical model for integrated methods of social control (Foucault, Surveiller et Punir, 192-211), realised in the “panopticon” (prison) in 1787 by Jeremy Bentham (Bentham and Božovič, 29-95) during a period of social reformation aimed at the improvement of the individual. Like the power for social control over the incarcerated in a panopticon, police power, in order that it be effectively exercised, “had to be given the instrument of permanent, exhaustive, omnipresent surveillance, capable of making all visible … like a faceless gaze that transformed the whole social body into a field of perception” (Foucault, Surveiller et Punir, 213–4). In grappling with the impact of SOS for the individual and the collective in post-digital times, we can trace out these early ruminations on the complex documentary organisation through state-controlled apparatuses (such as inspectors and paid observers including “secret agents”) via Foucault (Surveiller et Punir, 214; Subject and Power, 326-7) for comparison to commercial operators like Facebook. Today, artificial intelligence (AI), facial recognition technology (FRT), and closed-circuit television (CCTV) for video surveillance are used for social control of appropriate behaviours. Exemplified by governments and the private sector is the use of combined technologies to maintain social order, from ensuring citizens cross the street only on green lights, to putting rubbish in the correct recycling bin or be publicly shamed, to making cashless payments in stores. The actions see advantages for individual and collective safety, sustainability, and convenience, but also register forms of behaviour and attitudes with predictive capacities. This gives rise to suspicions about a permanent account of individuals’ behaviour over time. Returning to Foucault (Surveiller et Punir, 135), the impact of this finds a dissociation of power from the individual, whereby they become unwittingly impelled into pre-existing social structures, leading to a ‘normalisation’ and acceptance of such systems. If we are talking about the dark, anxiety is key for a Ministry of SOS. Following Foucault again (Subject and Power, 326-7), there is the potential for a crawling, creeping governance that was once distinct but is itself increasingly hidden and growing. A blanket call for some form of ongoing scrutiny of such proliferating powers might be warranted, but with it comes regulation that, while offering certain rights and protections, is not without consequences. For their part, a number of SOS platforms had little to no moderation for explicit content prior to December 2018, and in terms of power, notwithstanding important anxiety connected to arguments that children and the vulnerable need protections from those that would seek to take advantage, this was a crucial aspect of community building and self-expression that resulted in this freedom of expression. In unearthing the extent that individuals are empowered arising from the capacity to post sexual self-images, Tiidenberg ("Bringing Sexy Back") considered that through dark SOS (read here as unregulated) some users could work in opposition to the mainstream consumer culture that provides select and limited representations of bodies and their sexualities. This links directly to Mondin’s exploration of the abundance of queer and feminist pornography on dark SOS as a “counterpolitics of visibility” (288). This work resulted in a reasoned claim that the technological structure of dark SOS created a highly political and affective social space that users valued. What also needs to be underscored is that many users also believed that such a space could not be replicated on other mainstream SOS because of the differences in architecture and social norms. Cho (47) worked with this theory to claim that dark SOS are modern-day examples in a history of queer individuals having to rely on “underground economies of expression and relation”. Discussions such as these complicate what dark SOS might now become in the face of ‘adult’ content moderation and emerging tracking technologies to close sites or locate individuals that transgress social norms. Further, broader questions are raised about how content moderation fits in with the public space conceptualisations of SOS more generally. Increasingly, “there is an app for that” where being able to identify the poster of an image or an author of an unknown text is seen as crucial. While there is presently no standard approach, models for combining instance-based and profile-based features such as SVM for determining authorship attribution are in development, with the result that potentially far less content will remain hidden in the future (Bacciu et al.). 4. There’s Nothing New under the Sun (Ecclesiastes 1:9) For some, “[the] high hopes regarding the positive impact of the Internet and digital participation in civic society have faded” (Schwarzenegger, 99). My participant observation over some years in various SOS, however, finds that critical concern has always existed. Views move along the spectrum of thinking from deep scepticisms (Stoll, Silicon Snake Oil) to wondrous techo-utopian promises (Negroponte, Being Digital). Indeed, concerns about the (then) new technologies of wireless broadcasting can be compared with today’s anxiety over the possible effects of the internet and SOS. Inglis (7) recalls, here, too, were fears that humanity was tampering with some dangerous force; might wireless wave be causing thunderstorms, droughts, floods? Sterility or strokes? Such anxieties soon evaporated; but a sense of mystery might stay longer with evangelists for broadcasting than with a laity who soon took wireless for granted and settled down to enjoy the products of a process they need not understand. As the analogy above makes clear, just as audiences came to use ‘the wireless’ and later the internet regularly, it is reasonable to argue that dark SOS will also gain widespread understanding and find greater acceptance. Dark social spaces are simply the recent development of internet connectivity and communication more broadly. The dark SOS afford choice to be connected beyond mainstream offerings, which some users avoid for their perceived manipulation of content and user both. As part of the wider array of dark web services, the resilience of dark social spaces is reinforced by the proliferation of users as opposed to decentralised replication. Virtual Private Networks (VPNs) can be used for anonymity in parallel to TOR access, but they guarantee only anonymity to the client. A VPN cannot guarantee anonymity to the server or the internet service provider (ISP). While users may use pseudonyms rather than actual names as seen on Facebook and other SOS, users continue to take to the virtual spaces they inhabit their off-line, ‘real’ foibles, problems, and idiosyncrasies (Chenault). To varying degrees, however, people also take their best intentions to their interactions in the dark. The hyper-efficient tools now deployed can intensify this, which is the great advantage attracting some users. In balance, however, in regard to online information access and dissemination, critical examination of what is in the public’s interest, and whether content should be regulated or controlled versus allowing a free flow of information where users self-regulate their online behaviour, is fraught. O’Loughlin (604) was one of the first to claim that there will be voluntary loss through negative liberty or freedom from (freedom from unwanted information or influence) and an increase in positive liberty or freedom to (freedom to read or say anything); hence, freedom from surveillance and interference is a kind of negative liberty, consistent with both libertarianism and liberalism. Conclusion The early adopters of initial iterations of SOS were hopeful and liberal (utopian) in their beliefs about universality and ‘free’ spaces of open communication between like-minded others. This was a way of virtual networking using a visual motivation (led by images, text, and sounds) for consequent interaction with others (Cinque, Visual Networking). The structural transformation of the public sphere in a Habermasian sense—and now found in SOS and their darker, hidden or closed social spaces that might ensure a counterbalance to the power of those with influence—towards all having equal access to platforms for presenting their views, and doing so respectfully, is as ever problematised. Broadly, this is no more so, however, than for mainstream SOS or for communicating in the world. References Bacciu, Andrea, Massimo La Morgia, Alessandro Mei, Eugenio Nerio Nemmi, Valerio Neri, and Julinda Stefa. “Cross-Domain Authorship Attribution Combining Instance Based and Profile-Based Features.” CLEF (Working Notes). Lugano, Switzerland, 9-12 Sep. 2019. Bentham, Jeremy, and Miran Božovič. The Panopticon Writings. London: Verso Trade, 1995. 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I first came across etoy in Linz, Austria in 1995. They turned up at Ars Electronica with their shaved heads, in their matching orange bomber jackets. They were not invited. The next year they would not have to crash the party. In 1996 they were awarded Arts Electronica’s prestigious Golden Nica for web art, and were on their way to fame and bitterness – the just rewards for their art of self-regard. As founding member Agent.ZAI says: “All of us were extremely greedy – for excitement, for drugs, for success.” (Wishart & Boschler: 16) The etoy story starts on the fringes of the squatters’ movement in Zurich. Disenchanted with the hard left rhetorics that permeate the movement in the 1980s, a small group look for another way of existing within a commodified world, without the fantasy of an ‘outside’ from which to critique it. What Antonio Negri and friends call the ‘real subsumption’ of life under the rule of commodification is something etoy grasps intuitively. The group would draw on a number of sources: David Bowie, the Sex Pistols, the Manchester rave scene, European Amiga art, rumors of the historic avant gardes from Dada to Fluxus. They came together in 1994, at a meeting in the Swiss resort town of Weggis on Lake Lucerne. While the staging of the founding meeting looks like a rerun of the origins of the Situationist International, the wording of the invitation might suggest the founding of a pop music boy band: “fun, money and the new world?” One of the – many – stories about the origins of the name Dada has it being chosen at random from a bilingual dictionary. The name etoy, in an update on that procedure, was spat out by a computer program designed to make four letter words at random. Ironically, both Dada and etoy, so casually chosen, would inspire furious struggles over the ownership of these chancey 4-bit words. The group decided to make money by servicing the growing rave scene. Being based in Vienna and Zurich, the group needed a way to communicate, and chose to use the internet. This was a far from obvious thing to do in 1994. Connections were slow and unreliable. Sometimes it was easier to tape a hard drive full of clubland graphics to the underside of a seat on the express train from Zurich to Vienna and simply email instructions to meet the train and retrieve it. The web was a primitive instrument in 1995 when etoy built its first website. They launched it with a party called etoy.FASTLANE, an optimistic title when the web was anything but. Coco, a transsexual model and tabloid sensation, sang a Japanese song while suspended in the air. She brought media interest, and was anointed etoy’s lifestyle angel. As Wishart and Bochsler write, “it was as if the Seven Dwarfs had discovered their Snow White.” (Wishart & Boschler: 33) The launch didn’t lead to much in the way of a music deal or television exposure. The old media were not so keen to validate the etoy dream of lifting themselves into fame and fortune by their bootstraps. And so etoy decided to be stars of the new media. The slogan was suitably revised: “etoy: the pop star is the pilot is the coder is the designer is the architect is the manager is the system is etoy.” (Wishart & Boschler: 34) The etoy boys were more than net.artists, they were artists of the brand. The brand was achieving a new prominence in the mid-90s. (Klein: 35) This was a time when capitalism was hollowing itself out in the overdeveloped world, shedding parts of its manufacturing base. Control of the circuits of commodification would rest less on the ownership of the means of production and more on maintaining a monopoly on the flows of information. The leading edge of the ruling class was becoming self-consciously vectoral. It controlled the flow of information about what to produce – the details of design, the underlying patents. It controlled the flows of information about what is produced – the brands and logos, the slogans and images. The capitalist class is supplanted by a vectoral class, controlling the commodity circuit through the vectors of information. (Wark) The genius of etoy was to grasp the aesthetic dimension of this new stage of commodification. The etoy boys styled themselves not so much as a parody of corporate branding and management groupthink, but as logical extension of it. They adopted matching uniforms and called themselves agents. In the dada-punk-hiphop tradition, they launched themselves on the world as brand new, self-created, self-named subjects: Agents Zai, Brainhard, Gramazio, Kubli, Esposto, Udatny and Goldstein. The etoy.com website was registered in 1995 with Network Solutions for a $100 fee. The homepage for this etoy.TANKSYSTEM was designed like a flow chart. As Gramazio says: “We wanted to create an environment with surreal content, to build a parallel world and put the content of this world into tanks.” (Wishart & Boschler: 51) One tank was a cybermotel, with Coco the first guest. Another tank showed you your IP number, with a big-brother eye looking on. A supermarket tank offered sunglasses and laughing gas for sale, but which may or may not be delivered. The underground tank included hardcore photos of a sensationalist kind. A picture of the Federal Building in Oklamoma City after the bombing was captioned in deadpan post-situ style “such work needs a lot of training.” (Wishart & Boschler: 52) The etoy agents were by now thoroughly invested in the etoy brand and the constellation of images they had built around it, on their website. Their slogan became “etoy: leaving reality behind.” (Wishart & Boschler: 53) They were not the first artists fascinated by commodification. It was Warhol who said “good art is good business.”(Warhol ) But etoy reversed the equation: good business is good art. And good business, in this vectoral age, is in its most desirable form an essentially conceptual matter of creating a brand at the center of a constellation of signifiers. Late in 1995, etoy held another group meeting, at the Zurich youth center Dynamo. The problem was that while they had build a hardcore website, nobody was visiting it. Agents Gooldstein and Udatny thought that there might be a way of using the new search engines to steer visitors to the site. Zai and Brainhard helped secure a place at the Vienna Academy of Applied Arts where Udatny could use the computer lab to implement this idea. Udatny’s first step was to create a program that would go out and gather email addresses from the web. These addresses would form the lists for the early examples of art-spam that etoy would perpetrate. Udatny’s second idea was a bit more interesting. He worked out how to get the etoy.TANKSYSTEM page listed in search engines. Most search engines ranked pages by the frequency of the search term in the pages it had indexed, so etoy.TANKSYSTEM would contain pages of selected keywords. Porn sites were also discovering this method of creating free publicity. The difference was that etoy chose a very carefully curated list of 350 search terms, including: art, bondage, cyberspace, Doom, Elvis, Fidel, genx, heroin, internet, jungle and Kant. Users of search engines who searched for these terms would find dummy pages listed prominently in their search results that directed them, unsuspectingly, to etoy.com. They called this project Digital Hijack. To give the project a slightly political aura, the pages the user was directed to contained an appeal for the release of convicted hacker Kevin Mitnick. This was the project that won them a Golden Nica statuette at Ars Electronica in 1996, which Gramazio allegedly lost the same night playing roulette. It would also, briefly, require that they explain themselves to the police. Digital Hijack also led to the first splits in the group, under the intense pressure of organizing it on a notionally collective basis, but with the zealous Agent Zai acting as de facto leader. When Udatny was expelled, Zai and Brainhard even repossessed his Toshiba laptop, bought with etoy funds. As Udatny recalls, “It was the lowest point in my life ever. There was nothing left; I could not rely on etoy any more. I did not even have clothes, apart from the etoy uniform.” (Wishart & Boschler: 104) Here the etoy story repeats a common theme from the history of the avant gardes as forms of collective subjectivity. After Digital Hijack, etoy went into a bit of a slump. It’s something of a problem for a group so dependent on recognition from the other of the media, that without a buzz around them, etoy would tend to collapse in on itself like a fading supernova. Zai spend the early part of 1997 working up a series of management documents, in which he appeared as the group’s managing director. Zai employed the current management theory rhetoric of employee ‘empowerment’ while centralizing control. Like any other corporate-Trotskyite, his line was that “We have to get used to reworking the company structure constantly.” (Wishart & Boschler: 132) The plan was for each member of etoy to register the etoy trademark in a different territory, linking identity to information via ownership. As Zai wrote “If another company uses our name in a grand way, I’ll probably shoot myself. And that would not be cool.” (Wishart & Boschler:: 132) As it turned out, another company was interested – the company that would become eToys.com. Zai received an email offering “a reasonable sum” for the etoy.com domain name. Zai was not amused. “Damned Americans, they think they can take our hunting grounds for a handful of glass pearls….”. (Wishart & Boschler: 133) On an invitation from Suzy Meszoly of C3, the etoy boys traveled to Budapest to work on “protected by etoy”, a work exploring internet security. They spent most of their time – and C3’s grant money – producing a glossy corporate brochure. The folder sported a blurb from Bjork: “etoy: immature priests from another world” – which was of course completely fabricated. When Artothek, the official art collection of the Austrian Chancellor, approached etoy wanting to buy work, the group had to confront the problem of how to actually turn their brand into a product. The idea was always that the brand was the product, but this doesn’t quite resolve the question of how to produce the kind of unique artifacts that the art world requires. Certainly the old Conceptual Art strategy of selling ‘documentation’ would not do. The solution was as brilliant as it was simple – to sell etoy shares. The ‘works’ would be ‘share certificates’ – unique objects, whose only value, on the face of it, would be that they referred back to the value of the brand. The inspiration, according to Wishart & Boschsler, was David Bowie, ‘the man who sold the world’, who had announced the first rock and roll bond on the London financial markets, backed by future earnings of his back catalogue and publishing rights. Gramazio would end up presenting Chancellor Viktor Klima with the first ‘shares’ at a press conference. “It was a great start for the project”, he said, “A real hack.” (Wishart & Boschler: 142) For this vectoral age, etoy would create the perfect vectoral art. Zai and Brainhard took off next for Pasadena, where they got the idea of reverse-engineering the online etoy.TANKSYSTEM by building an actual tank in an orange shipping container, which would become etoy.TANK 17. This premiered at the San Francisco gallery Blasthaus in June 1998. Instant stars in the small world of San Francisco art, the group began once again to disintegrate. Brainhard and Esposito resigned. Back in Europe in late 1998, Zai was preparing to graduate from the Vienna Academy of Applied Arts. His final project would recapitulate the life and death of etoy. It would exist from here on only as an online archive, a digital mausoleum. As Kubli says “there was no possibility to earn our living with etoy.” (Wishart & Boschler: 192) Zai emailed eToys.com and asked them if them if they would like to place a banner ad on etoy.com, to redirect any errant web traffic. Lawyers for eToys.com offered etoy $30,000 for the etoy.com domain name, which the remaining members of etoy – Zai, Gramazio, Kubli – refused. The offer went up to $100,000, which they also refused. Through their lawyer Peter Wild they demanded $750,000. In September 1999, while etoy were making a business presentation as their contribution to Ars Electronica, eToys.com lodged a complaint against etoy in the Los Angeles Superior Court. The company hired Bruce Wessel, of the heavyweight LA law firm Irell & Manella, who specialized in trademark, copyright and other intellectual property litigation. The complaint Wessel drafted alleged that etoy had infringed and diluted the eToys trademark, were practicing unfair competition and had committed “intentional interference with prospective economic damage.” (Wishart & Boschler: 199) Wessel demanded an injunction that would oblige etoy to cease using its trademark and take down its etoy.com website. The complaint also sought to prevent etoy from selling shares, and demanded punitive damages. Displaying the aggressive lawyering for which he was so handsomely paid, Wessel invoked the California Unfair Competition Act, which was meant to protect citizens from fraudulent business scams. Meant as a piece of consumer protection legislation, its sweeping scope made it available for inventive suits such as Wessel’s against etoy. Wessel was able to use pretty much everything from the archive etoy built against it. As Wishart and Bochsler write, “The court papers were like a delicately curated catalogue of its practices.” (Wishart & Boschler: 199) And indeed, legal documents in copyright and trademark cases may be the most perfect literature of the vectoral age. The Unfair Competition claim was probably aimed at getting the suit heard in a Californian rather than a Federal court in which intellectual property issues were less frequently litigated. The central aim of the eToys suit was the trademark infringement, but on that head their claims were not all that strong. According to the 1946 Lanham Act, similar trademarks do not infringe upon each other if there they are for different kinds of business or in different geographical areas. The Act also says that the right to own a trademark depends on its use. So while etoy had not registered their trademark and eToys had, etoy were actually up and running before eToys, and could base their trademark claim on this fact. The eToys case rested on a somewhat selective reading of the facts. Wessel claimed that etoy was not using its trademark in the US when eToys was registered in 1997. Wessel did not dispute the fact that etoy existed in Europe prior to that time. He asserted that owning the etoy.com domain name was not sufficient to establish a right to the trademark. If the intention of the suit was to bully etoy into giving in, it had quite the opposite effect. It pissed them off. “They felt again like the teenage punks they had once been”, as Wishart & Bochsler put it. Their art imploded in on itself for lack of attention, but called upon by another, it flourished. Wessel and eToys.com unintentionally triggered a dialectic that worked in quite the opposite way to what they intended. The more pressure they put on etoy, the more valued – and valuable – they felt etoy to be. Conceptual business, like conceptual art, is about nothing but the management of signs within the constraints of given institutional forms of market. That this conflict was about nothing made it a conflict about everything. It was a perfectly vectoral struggle. Zai and Gramazio flew to the US to fire up enthusiasm for their cause. They asked Wolfgang Staehle of The Thing to register the domain toywar.com, as a space for anti-eToys activities at some remove from etoy.com, and as a safe haven should eToys prevail with their injunction in having etoy.com taken down. The etoy defense was handled by Marcia Ballard in New York and Robert Freimuth in Los Angeles. In their defense, they argued that etoy had existed since 1994, had registered its globally accessible domain in 1995, and won an international art prize in 1996. To counter a claim by eToys that they had a prior trademark claim because they had bought a trademark from another company that went back to 1990, Ballard and Freimuth argued that this particular trademark only applied to the importation of toys from the previous owner’s New York base and thus had no relevance. They capped their argument by charging that eToys had not shown that its customers were really confused by the existence of etoy. With Christmas looming, eToys wanted a quick settlement, so they offered Zurich-based etoy lawyer Peter Wild $160,000 in shares and cash for the etoy domain. Kubli was prepared to negotiate, but Zai and Gramazio wanted to gamble – and raise the stakes. As Zai recalls: “We did not want to be just the victims; that would have been cheap. We wanted to be giants too.” (Wishart & Boschler: 207) They refused the offer. The case was heard in November 1999 before Judge Rafeedie in the Federal Court. Freimuth, for etoy, argued that federal Court was the right place for what was essentially a trademark matter. Robert Kleiger, for eToys, countered that it should stay where it was because of the claims under the California Unfair Competition act. Judge Rafeedie took little time in agreeing with the eToys lawyer. Wessel’s strategy paid off and eToys won the first skirmish. The first round of a quite different kind of conflict opened when etoy sent out their first ‘toywar’ mass mailing, drawing the attention of the net.art, activism and theory crowd to these events. This drew a report from Felix Stalder in Telepolis: “Fences are going up everywhere, molding what once seemed infinite space into an overcrowded and tightly controlled strip mall.” (Stalder ) The positive feedback from the net only emboldened etoy. For the Los Angeles court, lawyers for etoy filed papers arguing that the sale of ‘shares’ in etoy was not really a stock offering. “The etoy.com website is not about commerce per se, it is about artist and social protest”, they argued. (Wishart & Boschler: 209) They were obliged, in other words, to assert a difference that the art itself had intended to blur in order to escape eToy’s claims under the Unfair Competition Act. Moreover, etoy argued that there was no evidence of a victim. Nobody was claiming to have been fooled by etoy into buying something under false pretences. Ironically enough, art would turn out in hindsight to be a more straightforward transaction here, involving less simulation or dissimulation, than investing in a dot.com. Perhaps we have reached the age when art makes more, not less, claim than business to the rhetorical figure of ‘reality’. Having defended what appeared to be the vulnerable point under the Unfair Competition law, etoy went on the attack. It was the failure of eToys to do a proper search for other trademarks that created the problem in the first place. Meanwhile, in Federal Court, lawyers for etoy launched a counter-suit that reversed the claims against them made by eToys on the trademark question. While the suits and counter suits flew, eToys.com upped their offer to settle to a package of cash and shares worth $400,000. This rather puzzled the etoy lawyers. Those choosing to sue don’t usually try at the same time to settle. Lawyer Peter Wild advised his clients to take the money, but the parallel tactics of eToys.com only encouraged them to dig in their heels. “We felt that this was a tremendous final project for etoy”, says Gramazio. As Zai says, “eToys was our ideal enemy – we were its worst enemy.” (Wishart & Boschler: 210) Zai reported the offer to the net in another mass mail. Most people advised them to take the money, including Doug Rushkoff and Heath Bunting. Paul Garrin counseled fighting on. The etoy agents offered to settle for $750,000. The case came to court in late November 1999 before Judge Shook. The Judge accepted the plausibility of the eToys version of the facts on the trademark issue, which included the purchase of a registered trademark from another company that went back to 1990. He issued an injunction on their behalf, and added in his statement that he was worried about “the great danger of children being exposed to profane and hardcore pornographic issues on the computer.” (Wishart & Boschler: 222) The injunction was all eToys needed to get Network Solutions to shut down the etoy.com domain. Zai sent out a press release in early December, which percolated through Slashdot, rhizome, nettime (Staehle) and many other networks, and catalyzed the net community into action. A debate of sorts started on investor websites such as fool.com. The eToys stock price started to slide, and etoy ‘warriors’ felt free to take the credit for it. The story made the New York Times on 9th December, Washington Post on the 10th, Wired News on the 11th. Network Solutions finally removed the etoy.com domain on the 10th December. Zai responded with a press release: “this is robbery of digital territory, American imperialism, corporate destruction and bulldozing in the way of the 19th century.” (Wishart & Boschler: 237) RTMark set up a campaign fund for toywar, managed by Survival Research Laboratories’ Mark Pauline. The RTMark press release promised a “new internet ‘game’ designed to destroy eToys.com.” (Wishart & Boschler: 239) The RTMark press release grabbed the attention of the Associated Press newswire. The eToys.com share price actually rose on December 13th. Goldman Sachs’ e-commerce analyst Anthony Noto argued that the previous declines in the Etoys share price made it a good buy. Goldman Sachs was the lead underwriter of the eToys IPO. Noto’s writings may have been nothing more than the usual ‘IPOetry’ of the time, but the crash of the internet bubble was some months away yet. The RTMark campaign was called ‘The Twelve Days of Christmas’. It used the Floodnet technique that Ricardo Dominguez used in support of the Zapatistas. As Dominguez said, “this hysterical power-play perfectly demonstrates the intensions of the new net elite; to turn the World Wide Web into their own private home-shopping network.” (Wishart & Boschler: 242) The Floodnet attack may have slowed the eToys.com server down a bit, but it was robust and didn’t crash. Ironically, it ran on open source software. Dominguez claims that the ‘Twelve Days’ campaign, which relied on individuals manually launching Floodnet from their own computers, was not designed to destroy the eToys site, but to make a protest felt. “We had a single-bullet script that could have taken down eToys – a tactical nuke, if you will. But we felt this script did not represent the presence of a global group of people gathered to bear witness to a wrong.” (Wishart & Boschler: 245) While the eToys engineers did what they could to keep the site going, eToys also approached universities and businesses whose systems were being used to host Floodnet attacks. The Thing, which hosted Dominguez’s eToys Floodnet site was taken offline by The Thing’s ISP, Verio. After taking down the Floodnet scripts, The Thing was back up, restoring service to the 200 odd websites that The Thing hosted besides the offending Floodnet site. About 200 people gathered on December 20th at a demonstration against eToys outside the Museum of Modern Art. Among the crowd were Santas bearing signs that said ‘Coal for eToys’. The rally, inside the Museum, was led by the Reverend Billy of the Church of Stop Shopping: “We are drowning in a sea of identical details”, he said. (Wishart & Boschler: 249-250) Meanwhile etoy worked on the Toywar Platform, an online agitpop theater spectacle, in which participants could act as soldiers in the toywar. This would take some time to complete – ironically the dispute threatened to end before this last etoy artwork was ready, giving etoy further incentives to keep the dispute alive. The etoy agents had a new lawyer, Chris Truax, who was attracted to the case by the publicity it was generating. Through Truax, etoy offered to sell the etoy domain and trademark for $3.7 million. This may sound like an insane sum, but to put it in perspective, the business.com site changed hands for $7.5 million around this time. On December 29th, Wessel signaled that eToys was prepared to compromise. The problem was, the Toywar Platform was not quite ready, so etoy did what it could to drag out the negotiations. The site went live just before the scheduled court hearings, January 10th 2000. “TOYWAR.com is a place where all servers and all involved people melt and build a living system. In our eyes it is the best way to express and document what’s going on at the moment: people start to about new ways to fight for their ideas, their lifestyle, contemporary culture and power relations.” (Wishart & Boschler: 263) Meanwhile, in a California courtroom, Truax demanded that Network Solutions restore the etoy domain, that eToys pay the etoy legal expenses, and that the case be dropped without prejudice. No settlement was reached. Negotiations dragged on for another two weeks, with the etoy agents’ attention somewhat divided between two horizons – art and law. The dispute was settled on 25th January. Both parties dismissed their complaints without prejudice. The eToys company would pay the etoy artists $40,000 for legal costs, and contact Network Solutions to reinstate the etoy domain. “It was a pleasure doing business with one of the biggest e-commerce giants in the world” ran the etoy press release. (Wishart & Boschler: 265) That would make a charming end to the story. But what goes around comes around. Brainhard, still pissed off with Zai after leaving the group in San Francisco, filed for the etoy trademark in Austria. After that the internal etoy wranglings just gets boring. But it was fun while it lasted. What etoy grasped intuitively was the nexus between the internet as a cultural space and the transformation of the commodity economy in a yet-more abstract direction – its becoming-vectoral. They zeroed in on the heart of the new era of conceptual business – the brand. As Wittgenstein says of language, what gives words meaning is other words, so too for brands. What gives brands meaning is other brands. There is a syntax for brands as there is for words. What etoy discovered is how to insert a new brand into that syntax. The place of eToys as a brand depended on their business competition with other brands – with Toys ‘R’ Us, for example. For etoy, the syntax they discovered for relating their brand to another one was a legal opposition. What made etoy interesting was their lack of moral posturing. Their abandonment of leftist rhetorics opened them up to exploring the territory where media and business meet, but it also made them vulnerable to being consumed by the very dialectic that created the possibility of staging etoy in the first place. By abandoning obsolete political strategies, they discovered a media tactic, which collapsed for want of a new strategy, for the new vectoral terrain on which we find ourselves. Works Cited Negri, Antonio. Time for Revolution. Continuum, London, 2003. Warhol, Andy. From A to B and Back Again. Picador, New York, 1984. Stalder, Felix. ‘Fences in Cyberspace: Recent events in the battle over domain names’. 19 Jun 2003. <http://felix.openflows.org/html/fences.php>. Wark, McKenzie. ‘A Hacker Manifesto [version 4.0]’ 19 Jun 2003. http://subsol.c3.hu/subsol_2/contributors0/warktext.html. Klein, Naomi. No Logo. Harper Collins, London, 2000. Wishart, Adam & Regula Bochsler. Leaving Reality Behind: etoy vs eToys.com & Other Battles to Control Cyberspace Ecco Books, 2003. Staehle, Wolfgang. ‘<nettime> etoy.com shut down by US court.’ 19 Jun 2003. http://amsterdam.nettime.org/Lists-Archives/nettime-l-9912/msg00005.html Links http://amsterdam.nettime.org/Lists-Archives/nettime-l-9912/msg00005.htm http://felix.openflows.org/html/fences.html http://subsol.c3.hu/subsol_2/contributors0/warktext.html Citation reference for this article Substitute your date of access for Dn Month Year etc... MLA Style Wark, McKenzie. "Toywars" M/C: A Journal of Media and Culture< http://www.media-culture.org.au/0306/02-toywars.php>. APA Style Wark, M. (2003, Jun 19). Toywars. M/C: A Journal of Media and Culture, 6,< http://www.media-culture.org.au/0306/02-toywars.php>

The goal of this thesis is to create a music player for smartphones as well as PCs that works with local music files in the user's device and which can learn which songs does the user like based on their actions during listening to music. The music player can, among other things, remember which songs were skipped by the user, when was volume turned up, or how many times was a certain song played. Each song has a score that is calculated based on these actions. With a higher score, there is also a higher chance of playing the song in the future. The results of my thesis are two full-featured versions of music player, which are capable of communication with each other to ensure synchronization of song scores. The main benefit of this thesis is an improvement of user experience during listening to music, which is achieved by the application's algorithm for song selection and minimalistic user interface.

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