Academic literature on the topic 'Microsoft software Use studies'

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Journal articles on the topic "Microsoft software Use studies"

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Setiawan, Ridwan, and Hery Dwi Yulianto. "Perancangan Sistem Informasi Akuntansi Kredit Konsumtif Dengan Menggunakan Software Microsoft Visual Basic 6.0 dan SQL Server 2000 Berbasis Client Service." is The Best [Accounting Information System & Information Technology Business Enterprise] 4, no. 1 (June 29, 2019): 396–410. http://dx.doi.org/10.34010/aisthebest.v4i1.1829.

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PT BPR Metro Asia Mandiri wich is located at Jl. Raya Soekarno-Hatta Bandung, Phone.022-7537668 Fax. 022-7537670. Int the time of executing the recording and calculating the costumer loan transacton, PT BPR Metro Asia Mandiri uses Microsoft Excel.These problems will result uneffective and unoptimal.To reduce these problems, the writer takes the title “Perancangan Sistem Informasi Akuntansi Kredit Konsumtif dengan Menggunakan Software Microsoft Visual Basic 6.0 dan SQL Server 2000 Berbasis Client Server”. As the research design the author uses research design with primary/secondary daya, the author uses qualitative data ande quantitative data, the author uses exploratory ande descriptive research as a research method, for data collection techniques the writer uses field studies consinting of interviews, obsrvation dand literature studies, the author using process, data and output oriented methodologies. The author use the waterfall model as a system design structure. Information system degin use contxt diagrams, data flow diagrams, data dictionaries, flow diagram, normalization and Entity Relationshop Diagrams.
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Akselrud, Lev, and Yuri Grin. "WinCSD: software package for crystallographic calculations (Version 4)." Journal of Applied Crystallography 47, no. 2 (March 11, 2014): 803–5. http://dx.doi.org/10.1107/s1600576714001058.

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The fourth version of the program packageWinCSDis multi-purpose computer software for crystallographic calculations using single-crystal and powder X-ray and neutron diffraction data. The software environment and the graphical user interface are built using the platform of the Microsoft .NET Framework, which grants independence from changing Windows operating systems and allows for transferring to other operating systems. Graphic applications use the three-dimensional OpenGL graphics language.WinCSDcovers the complete spectrum of crystallographic calculations, including powder diffraction pattern deconvolution, crystal structure solution and refinement in 3 + dspace, refinement of the multipole model and electron density studies from diffraction data, and graphical representation of crystallographic information.
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Annum, G. Y. "Exploration of the shape drawing tools in microsoft word for fostering idea development in the Ghanaian indigenous kente weaving industry." Journal of Science and Technology (Ghana) 37, no. 2 (June 24, 2019): 110–25. http://dx.doi.org/10.4314/just.v37i2.9.

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The advancement of computer technology for digital artistry in this 21st century has availed new-media technologies for enhancing design practices in technical and vocational studies through the development of sophisticated graphic-application software. Unfortunately, these software are very challenging to learn and employ for creative design practice especially at the Basic and Senior High School levels of education in Ghana. Microsoft Office word belongs to the category of general-purpose application software, developed principally for word processing. Unfortunately, many of its users are oblivious of its capabilities for creative motif and pattern designing. It is embedded with shape designing tools that can be manipulated and modified to create intricate patterns for advancing variety of design concepts. The researcher has explored these tools and adopted them for creating fascinating kente design concepts, based on the design-based research approach. This paper therefore presents a descriptive account of how to use angular and linear shapes in Microsoft Word to create motifs and patterns to develop ideas for kente designing that can be employed by Ghanaian indigenous kente designers to foster idea development to enhance their trade.Keywords: New-media technologies; graphic application software;microsoft office word; creative pattern designing; Ghanaian indigenous kente designers
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Syafirullah, Lutfi, Riyadi Purwanto, Eka Dyah Puspitasari, Abdul Rohman Supriyono, Devi Taufiq Nurrohman, and Arif Fahrizal. "Peningkatan Keterampilan Guru-guru Sekolah Dasar Melalui Pelatihan Penggunaan Aplikasi Microsoft Office dan Google Education." Madani : Indonesian Journal of Civil Society 1, no. 1 (August 31, 2019): 1–6. http://dx.doi.org/10.35970/madani.v1i1.25.

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The teacher is a professional educator who has the duties, functions, and roles to educate the nation's children. In Desa Maos Lor Cilacap, some elementary school teachers experienced problems in using Microsoft Office and Google Docs software as a means used in classroom learning media. In the implementation of community service, this discusses how to improve the knowledge and skills of elementary school teachers in Desa Maos Lor in order to optimize Microsoft Office and Google software in supporting academic and non-academic activities in the school environment. The object of research is elementary school teachers in the Maos region by using the method of delivering material directly to participants accompanied by module guides and independent exercises working on case studies. From the results of the activity, the knowledge of Maos Primary School teachers about the use of Microsoft Office and Google Docs has increased so that all activities are well managed and teachers can complete tasks at school to be more effective and efficient so that the main goal of learning to educate the nation's children can be achieved.
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Krūmiņš, Zigmārs, Juris Smirnovs, Valentina Āmare, and Roberts Auziņš. "Use Of BIM In SLLC “Latvian State Roads” For Process Managment." IOP Conference Series: Materials Science and Engineering 1202, no. 1 (November 1, 2021): 012045. http://dx.doi.org/10.1088/1757-899x/1202/1/012045.

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Abstract BIM is an integrated set of building design, construction and management processes, technologies and regulations that allow all parties involved to jointly design, build and manage a building in a digital environment. In Europe, a common approach to the use and adaptation of technologies is currently being developed with the aim of providing a common regulatory framework that would promote the efficiency of technology application between the countries of the European Union. The use of BIM technologies is based on economic (financial) benefits. The financial benefits are estimated in the long run, and the main factors for financial savings are productivity and quality, which can be achieved by applying BIM technology and appropriate processes during the construction cycle (design, construction and management). Studies show that savings can reach up to 10% of construction costs. Currently underway is the process of implementing and configuring the Microsoft Dynamics platform for processing and using work information of SJSC "Latvian State Roads" (LSR). Microsoft Dynamics is a line of enterprise resource planning and customer relationship management software. In general, LSR intends to use the system in the following stages of the construction cycle: • Design stage • Construction procurement stage • Construction stage • Warranty period Microsoft Dynamic has both pros and cons for processing LSR information. Only after full implementation it will be possible to assess the effectiveness of this platform. Objective of the article is to explore how the use of BIM can improve the LSR work process and what happening at this moment in LSR.
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Simatupang, Reza, and Deddy Supriatna. "Designing a Tapperless Blade with an S-4320 Airfoil on a Micro-Scale Horizontal Axis Wind Turbine (Case Studies at PT Lentera Bumi Nusantara)." MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering 3, no. 1 (January 31, 2021): 27–34. http://dx.doi.org/10.46574/motivection.v3i1.81.

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This article aims to design a taperless blade in a micro-scale wind turbine in medium wind speed, a case study at PT Lentera Bumi Nusantara. The methodology used in this research is quantitative research methods. Based on the test results in calculating the data using Microsoft Excel software and the blade airfoil design simulation using Qblade software, the use of the S-4320 airfoil in the application of the taperless blade design has research results that show that the airfoil design of the blade produces mechanical power at moderate wind speeds. It can be concluded that this blade design shows that the taperless blade with S-4320 airfoil can be applied to medium wind speeds in micro-scale horizontal axis wind turbines. Artikel ini bertujuan untuk merancang bilah jenis taperless pada turbin angin skala mikro dalam kecepatan angin sedang, studi kasus pada PT Lentera Bumi Nusantara. Metodologi yang digunakan dalam penelitian ini adalah dengan metode penelitian kuantitatif. Berdasarkan hasil pengujian dalam perhitungan data menggunakan software Microsoft Excel dan simulasi perancangan desain airfoil bilah menggunakan software Qblade, penggunaan airfoil S-4320 dalam pengaplikasian desain bilah jenis taperless memiliki hasil penelitian yang menunjukan bahwa desain airfoil bilah tersebut menghasilkan tenaga mekanik pada kecepatan angin sedang. Dapat disimpulkan dalam desain bilah ini menunjukan bahwa bilah jenis taperless dengan airfoil S-4320 dapat diterapkan pada kecepatan angin sedang pada turbin angin sumbu horizontal skala mikro.
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S, Sudarshan, and Geena George. "A COMPARISON OF PROJECT PLANNING AND SCHEDULING SOFTWARE’S PRIMAVERA AND MICROSOFT PROJECT USED IN THE CONSTRUCTION INDUSTRY." International Journal of Engineering Technologies and Management Research 8, no. 9 (October 7, 2021): 78–87. http://dx.doi.org/10.29121/ijetmr.v8.i9.2021.1039.

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Planning and scheduling is extremely important role in construction projects thank to the increasing difficulties during this field. Construction Planning is that the necessary warning to Scheduling and determining general sequence, defining labour tasks, construction methods and assigning responsibilities, inappropriate planning can cause major delays with the project work. For the planning and scheduling work requires huge amount of paperwork, which makes the management very burdensome. These problems may be solved employing a project management software which helps to grant a planned approach to planning. Nowadays use of project management (PM) software as a tool for managing and organizing work has gained its importance in construction industry and continues to grow at a faster pace in other industries also. During this study, attempt is made to check project management software such as MS project and Primavera and their feasibility is studied.
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Kalikina, Irina, Aleksey Turyshev, and Aleksey Kuritsyn. "The use of GIS for the medicinal flora analysis of Russian Regions (on the Perm Region example)." InterCarto. InterGIS 28, no. 2 (2022): 321–31. http://dx.doi.org/10.35595/2414-9179-2022-2-28-321-331.

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There are many valuable species of medicinal plants growing in the Perm Region. Researchers in the field of medicinal resource studies identify more than 100 species of medicinal plants that grow in the Perm Region. It is necessary to have actual information about the available plant resources for the rational harvesting of medicinal plant raw materials. The purpose of the article is to monitor, evaluate and analyze promising types of medicinal plants in the Perm Region. This becomes possible by conducting resource research using geographic information systems. In this article 27 types of medicinal plants have been studied. The areas of species growth are determined and the main resource characteristics are calculated: the population area, the possible annual harvesting volume. Microsoft Excel software for Windows was used for calculations. As a result of an inventory resource study, the peculiarities of the growth and distribution of 27 types of medicinal plants in the Perm Region were studied and the most promising areas for harvesting medicinal plant raw materials were identified. Population passports have been developed, and thematic maps of the growth of the studied medicinal plants have been created to visualize information. Electronic maps were built in the ArcView GIS 3.2 program using remote sensing data from the GeoMixer web information platform. Thus, our own resource studies in combination with GIS capabilities made it possible to visualize the obtained resource data clearly and easily. The developed thematic maps are a convenient tool for further research and identification of prospects for medicinal plant raw materials harvesting in the Perm Region.
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Charreyron, Samuel, Stewart Jackson, and Luis F. Miranda-Moreno. "Toward a Flexible System for Pedestrian Data Collection with a Microsoft Kinect Motion-Sensing Device." Transportation Research Record: Journal of the Transportation Research Board 2339, no. 1 (January 2013): 80–89. http://dx.doi.org/10.3141/2339-09.

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Data on pedestrian activity, including volumes, walking speed, and trajectories, are used by transportation agencies and researchers for planning, design, and analysis. Several technologies are available for automatic collection of pedestrian data; however, all have inherent limitations in either functionality or monetary cost. Also, most technologies provide only counts. This paper proposes the use of an inexpensive motion-sensing device, Microsoft Kinect, which can track multiple people in low light conditions and can be combined with existing video-based daytime tracking. The tracking software and speed estimation methodologies are described, and indoor and outdoor studies show the system's effectiveness at determining pedestrian volumes and walking speeds. The accuracy of speed data is very satisfactory, with correlation of 98% or more for video data validation speeds. The accuracy of pedestrian volume data varies with traffic conditions; however, in low to moderate traffic conditions its performance is acceptable, with an undercounting error near 8%. The applications of the sensor and its complementarity with other sensors are discussed, as these are the first step toward a multisensor system.
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Bigarelli Ferreira, Mariane, Guilherme Mateus Kremer, Bruno Silva Ribeiro, Murillo Vetroni Barros, Rodrigo Salvador, Antonio Carlos de Francisco, and Cassiano Moro Piekarski. "Major Discussions on the Life Cycle Cost of Electricity Generation Systems." IOP Conference Series: Materials Science and Engineering 1196, no. 1 (October 1, 2021): 012007. http://dx.doi.org/10.1088/1757-899x/1196/1/012007.

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Abstract The aim of this paper was to discuss the use of Life Cycle Cost (LCC) in the assessment of electricity generation systems. To that end, it was conducted a systematic literature review. EndNote, Mendeley and Excel spreadsheets were used to manage references, while the VOSviewer and Microsoft Power Business Intelligence software tools were used to create visual maps. Europe seemed to stand out regarding the number of studies, while there was a lack of LCC studies in America, Asia and Oceania. Concerns seem to have switched from being only about the source for producing electricity to how to diversify the energy system including renewable energy in the energy mix. Overall, there seems to be a shortage of recent studies regarding the LCC of electricity generation systems, which requires further contributions to enable better decision-making.
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Dissertations / Theses on the topic "Microsoft software Use studies"

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Nicholls, Gillian May. "Case studies in the use of computer software in the teaching of energy." Thesis, University College London (University of London), 1991. http://discovery.ucl.ac.uk/10018559/.

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The project was designed to investigate how a piece of software could be used in the teaching of Energy. The central aim of the research was to show how the incorporation of software in the teaching of energy is dependent on a variety of factors, notably pupil's cognitive levels, and their underlying conceptions of energy. The subjects of the study were four classes consisting of three age groups, who participated in a six week energy project. The data consisted of: (a) A special purpose conceptual questionnaire; (b) CSMS Science Reasoning Tasks; (c) Observations during teaching; (d) Pupils work during teaching; (e) Data about pupils from teachers and school records. The questionnaire was given to pupils before and after teaching. From an analysis of the results it was possible to describe a structure of pupil's conceptions of Energy. Three of the classes were given Piagetian tests to establish pupil's cognitive levels, as a possible way of predicting problem areas that might occur in the use of the software. Observations of the interaction between pupils and the computer were made and used to develop teaching strategies. Detailed records of the pupil's project work were collected. The analysis of this work was made through: 1 A "systemic" network, that characterised pupil's conceptions of Energy from their written work; 2 A comparison of the cognitive level (on Piagetian lines) of the written work and the cognitive demands of the tasks set through the software; 3 A comparison of cognitive levels on SRTs and cognitive level as evidence in pupil's work and in their conceptions; 4 In certain cases, data about pupils was obtained from the teachers and school records to substantiate the results found in the analysis. In so doing, some of the influences on the learning and teaching of energy with the use of a piece of software have been explored.
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Ho, Chiu-chi, and 何釗志. "The use of computer software in geometry learning." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1998. http://hub.hku.hk/bib/B3196011X.

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Fleischmann, Marvin [Verfasser]. "Consumer Selection and Use of Software - Empirical Studies on Non-Rational Decision Making / Marvin Fleischmann." Berlin : epubli, 2016. http://d-nb.info/1122388578/34.

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Berfu, Orhan. "Critical Success Factors In Enterprise Resource Planning Implementation: Case Studies Of Turkish Companies Which Use Oracle Erp Software." Master's thesis, METU, 2006. http://etd.lib.metu.edu.tr/upload/2/12607185/index.pdf.

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In this thesis success and failure of Enterprise Resource Planning (ERP) implementations through case studies of three Turkish organizations based on Critical Success Factors (CSFs) is investigated. The main purpose of this thesis is to reveal success and failure stories according to the effects of CSFs in ERP implementations. The case studies are composed of three Turkish organizations from different sectors. The data is gathered through active observations, analysis of project documents and interviews conducted with project managers who decided to implement ERP systems in their organizations, key users who involved in implementation projects, and consultants. All these projects are evaluated as success stories since most of the determined CSFs affected the implementation projects positively in these three organizations which have been using ERP system effectively for some period. Besides, the case studies show that there are problems about training, change management and legacy systems during projects and more attention should be paid on these issues during ERP implementation projects.
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Claxton, Terry Michael. "Faculty learning to use technology in their teaching case studies of two institutions in higher education /." Thesis, University of Hawaii at Manoa, 2003. http://proquest.umi.com/pqdweb?index=14&did=765031401&SrchMode=1&sid=1&Fmt=2&VInst=PROD&VType=PQD&RQT=309&VName=PQD&TS=1233361167&clientId=23440.

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Agarwal, Deepam. "A comparative study of artificial neural networks and info fuzzy networks on their use in software testing." [Tampa, Fla.] : University of South Florida, 2004. http://purl.fcla.edu/fcla/etd/SFE0000445.

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Gabriš, Ondrej. "Software Projects Risk Management Support Tool." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2011. http://www.nusl.cz/ntk/nusl-412827.

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Management projektů a jejich rizik je v současnosti rozvíjející se disciplína, která si získává stále větší pozornost a uplatnění v praxi. Tato práce popisuje úvod do problematiky řízení rizik, zkoumání metod jejich identifikace, vyhodnocení a managementu, předcházení jejich následkům a jejich zvládání. V další části práce byla provedena analýza vzorků rizik z reálných projektů, byly popsány metody pro identifikaci a vyhodnocení následků rizik v úvodních fázích softwarového projektu, taktéž byly popsány atributy rizik a navržen způsob jejich dokumentace. V závěrečné části zadání byl navržen a implementován prototyp modelové aplikace pro podporu managementu rizik softwarových projektů.
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Asare, Edmund K. "An Ethnographic Study of the Use of Translation Tools in a Translation Agency: Implications for Translation Tool Design." Kent State University / OhioLINK, 2011. http://rave.ohiolink.edu/etdc/view?acc_num=kent1310587792.

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Jordan, Sonwabo Seedwell. "Microsoft sharepoint server 2010 : a case study of corporate governance guiding its selection, deployment and commissioning at the University of KwaZulu-Natal, South Africa." Thesis, 2013. http://hdl.handle.net/10413/11140.

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Organizations typically have a reason for deciding to implement a particular business application, for example an Enterprise Resources Planning or a Human Resources management system. The reasons run the entire gamut from wanting to be the first (thus gaining a competitive edge) to playing catch-up (herd mentality perhaps) if everyone is deploying the solution. In between these extremes, there are organizations which take a technology agnostic view and thus set out to garner a good understanding of business challenges, opportunities, threats and risks to mitigate before seeking to deploy a particular solution. The objective of this study was to understand the business drivers and thought processes that the University of KwaZulu-Natal followed in selecting Microsoft SharePoint Server 2010 technology. It was also the objective of the study to understand the deployment model chosen as well as understanding the attendant corporate governance put in place as well as the usage patterns once operational. The study followed a qualitative research format primarily using case study as the research design. Qualitative research was chosen because it is amenable to the collection, analysis and interpretation of data that cannot be easily or meaningfully quantified and summarized in the form of numbers. The case study research design was chosen because it allows the researcher to focus on one instance of a ‘thing’ to be investigated which then becomes the subject of an in-depth study using interviews and observation as a primary tool for data generation. A major finding of the study was that the University of KwaZulu-Natal followed an organic bottom-up approach which typically starts by providing collaborative sites and, as users find values in these sites, the implementation grows organically over a period of time. Another major finding was the absence of a formal documented corporate governance model that would include a SharePoint Delivery Plan for the organization. Consequently, of the four colleges within the university, only one college uses SharePoint technology. The adoption rate at the cluster or support services level is also markedly low.
Thesis (M.Com.)-University of KwaZulu-Natal, Pietermaritzburg, 2013.
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Li, Weijia. "Impact of the Living History Online project on students' computer use, skills, attitudes toward computer technology and history learning in four western Massachusetts public schools." 2004. https://scholarworks.umass.edu/dissertations/AAI3136752.

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This study examined the impact of a local history project on students' computer use, skills, attitudes toward computer technology and history learning. The variables of gender, grade level, etc. were also investigated. This one-year project integrated computer technology into history curriculum using primary sources. The participants were 64 students from four Western Massachusetts public schools. The Likert scale pre and post surveys were used to gather quantitative data as a main research method. Class observations and informal interviews were conducted for qualitative data as supplementary information for the research. To analyze the pre-post differences at the item level, approximation to binomial distribution was applied. To analyze the data at the aggregate level, One-way ANOVA, a univariate analysis of variance tests was employed. The data results showed significant differences in students' computer use and computer skills between the pre and post surveys. However, the data didn't show significant differences in students' attitudes towards computer technology and history learning. The reason for this may be due to the fact that the students already had positive attitudes prior to the project. The trend for computer skills indicated that as girls got older their skill level went up, but as boys got older, their skill level went down. The same trend was also reflected in students' attitudes toward computer technology. As for students' attitudes toward history learning, the older students had more positive attitudes than the younger students. The qualitative data also indicate the positive impact of the project on student learning. Most of the students “enjoyed working on the project” and believed “computer technology was useful”. Many students commented that they “learned not only the local history, but also computer technology”, and they “learned much more from researching on the Internet than from the textbook”. However, the biggest challenge for the students in doing this project seemed to be teamwork, and some students had difficulty cooperating with other people in the group.
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Books on the topic "Microsoft software Use studies"

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Ivens, Kathy. How to use Microsoft Office 97. Emeryville, Calif: Ziff-Davis Press, 1997.

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Page, Alan. How we test software at Microsoft. Redmond, Wash: Microsoft, 2009.

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Young, C. P. L. Software for teaching land use studies. 2nd ed. Aberdeen: CTI Centre for Land Use Studies, Department of Agriculture, University of Aberdeen, 1991.

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Young, C. P. L. Software for teaching land use studies. Aberdeen: CTI Centre for Land Use Studies, Department of Agriculture, University of Aberdeen, 1990.

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Page, Alan. How we test software at Microsoft. Redmond, Wash: Microsoft, 2009.

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Page, Alan. How we test software at Microsoft. Redmond, Wash: Microsoft, 2009.

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Wright, Victor E. How to use Microsoft Works for Windows 95. Emeryville, Calif: Ziff-Davis Press, 1995.

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Publishing, INST, and CompuWorks (Firm), eds. The beginner's guide.: Everything you need to learn and use. [Minneapolis, Minn.]: INST Pub., 1995.

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Gendron, Bruce. How to use Microsoft Works: [make Microsoft Works 3.0 for Windows work for you]. Emeryville, Calif: Ziff-Davis Press, 1994.

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How to use Microsoft Office 97: Visually in full color. 2nd ed. Indianapolis, Ind: Sams, 1998.

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Book chapters on the topic "Microsoft software Use studies"

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Sala, Dariusz, and Bogusław Bieda. "Role of Stochastic Approach Applied to Life Cycle Inventory (LCI) of Rare Earth Elements (REEs) from Secondary Sources Case Studies." In Towards a Sustainable Future - Life Cycle Management, 107–20. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-77127-0_10.

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AbstractMonte Carlo (MC) simulation using Crystal Ball® (CB) software is applied to life cycle inventory (LCI) modelling under uncertainty. Input data for all cases comes from the ENVIREE (ENVIronmentally friendly and efficient methods for extraction of Rare Earth Elements), i.e. from secondary sources eco-innovative project within the second ERA-NET ERA-MIN Joint Call Sustainable Supply of Raw Materials in Europe 2014. Case studies described the flotation tailings from the New Kankberg (Sweden) old gold mine and Covas (Portugal) old tungsten mine sent to re-processing/beneficiation for rare earth element (REE) recovery. In this study, we conduct the MC analysis using the CB software, which is associated with Microsoft® Excel spreadsheet model, used in order to assess uncertainty concerning cerium (Ce), lanthanum (La), neodymium (Nd) and tungsten (W) taken from Covas flotation tailings, as well as Ce, La and Nd taken from New Kankberg flotation tailings, respectively. For the current study, lognormal distribution has been assigned to La, Ce, Nd and W. In the case of Covas, the weights of each selected Ce, La, Nd and W are 32 ppm, 16 ppm, 15 ppm and 1900 ppm, respectively, whereas in the case of New Kankberg, the weights of each selected Ce, La and Nd are 170 ppm, 90 ppm and 70 ppm, respectively. For the presented case, lognormal distribution has been assigned to Ce, La, Nd and W. The results obtained from the CB, after 10,000 runs, are presented in the form of frequency charts and summary statistics. Thanks to uncertainty analysis, a final result is obtained in the form of value range. The results of this study based on the real data, and obtained using MC simulation, are more reliable than those obtained from the deterministic approach, and they have the advantage that no normality is presumed.
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Verma, J. P., and Priyam Verma. "Use of G*Power Software." In Determining Sample Size and Power in Research Studies, 55–60. Singapore: Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-5204-5_5.

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Khoo, Elaine, Craig Hight, Rob Torrens, and Bronwen Cowie. "The Learning, Use and Critical Understanding of Software in Media Studies." In Software Literacy, 31–56. Singapore: Springer Singapore, 2017. http://dx.doi.org/10.1007/978-981-10-7059-4_3.

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Cantone, Giovanni, Luca Colasanti, Zeiad A. Abdulnabi, Anna Lomartire, and Giuseppe Calavaro. "Evaluating Checklist-Based and Use-Case-Driven Reading Techniques as Applied to Software Analysis and Design UML Artifacts." In Empirical Methods and Studies in Software Engineering, 142–65. Berlin, Heidelberg: Springer Berlin Heidelberg, 2003. http://dx.doi.org/10.1007/978-3-540-45143-3_9.

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Huber, Thomas, and Jens Dibbern. "How Collaboration Software Enables Globally Distributed Software Development Teams to Become Agile - An Effective Use Perspective." In Governing Sourcing Relationships. A Collection of Studies at the Country, Sector and Firm Level, 49–63. Cham: Springer International Publishing, 2014. http://dx.doi.org/10.1007/978-3-319-11367-8_4.

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Baltes, Sebastian. "Software Developers’ Work Habits and Expertise: Empirical Studies on Sketching, Code Plagiarism, and Expertise Development." In Ernst Denert Award for Software Engineering 2019, 47–60. Cham: Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-58617-1_4.

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AbstractAnalyzing and understanding software developers’ work habits and resulting needs is an essential prerequisite to improve software development practice. In our research, we utilize different qualitative and quantitative research methods to empirically investigate three underexplored aspects of software development: First, we analyze how software developers use sketches and diagrams in their daily work and derive requirements for better tool support. Then, we explore to what degree developers copy code from the popular online platform Stack Overflow without adhering to license requirements and motivate why this behavior may lead to legal issues for affected open source software projects. Finally, we describe a novel theory of software development expertise and identify factors fostering or hindering the formation of such expertise. Besides, we report on methodological implications of our research and present the open dataset SOTorrent, which supports researchers in analyzing the origin, evolution, and usage of content on Stack Overflow. The common goal for all studies we conducted was to better understand software developers’ work practices. Our findings support researchers and practitioners in making data-informed decisions when developing new tools or improving processes related to either the specific work habits we studied or expertise development in general.
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Fall, A., and C. A. Mbodji. "Modelling Sustainable Energy Transition for Cities: Case Studies of LEAP, ENPEP-BALANCE, and MoCES." In Sustainable Energy Access for Communities, 87–108. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-68410-5_9.

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AbstractThe city of Dakar, in Senegal, is endowed with solar photovoltaic, waste-to-energy, and wind energy resources that could support the transition to energy sustainability in the production of electricity for the interconnected grid. Ordinarily, energy planners use modelling software to simulate the integration of this potential into the electricity generation network. In 2018, Ringkjøb et al. identified 75 energy modelling software. The study simulates the integration of the city renewable energy potential in the electricity generation network, using three energy planning software. The main finding is the approach, which is embedded in the software programming interface, affects the model results in terms of competitiveness of renewable energy technologies when compared to existing energy technologies.
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Lundell, Björn, Jonas Gamalielsson, Andrew Katz, and Mathias Lindroth. "Perceived and Actual Lock-in Effects Amongst Swedish Public Sector Organisations When Using a SaaS Solution." In Lecture Notes in Computer Science, 59–72. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-84789-0_5.

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AbstractWhen a public sector organisation (PSO) uses a software as a service (SaaS) solution from a global provider this imposes risks for different types of lock-in effects. In turn, use of such solutions by PSOs may prevent full control of digital assets that need to be created, processed, maintained, and archived for use and reuse over long life-cycles. This paper addresses perceived and actual lock-in effects related to use of SaaS solutions in the public sector. We review perceptions of lock-in amongst government agencies and investigate how 46 PSOs have addressed challenges related to obtaining licences and an effective exit plan related to use of the Microsoft Office 365 SaaS solution. Through a review of responses to a survey conducted by the Swedish Government Offices we find significant misconceptions concerning lock-in effects. We find that every one of the 46 PSOs investigated neither obtained necessary licences nor established an effective exit strategy to allow the PSO to independently access, process and maintain digital assets processed by the SaaS solution after decommissioning. We present recommendations for any PSO considering use of a SaaS solution.
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Curtis, Peter S., Kerrie Mengersen, Marc J. Lajeunesse, Hannah R. Rothstein, and Gavin B. Stewart. "Extraction and Critical Appraisal of Data." In Handbook of Meta-analysis in Ecology and Evolution. Princeton University Press, 2013. http://dx.doi.org/10.23943/princeton/9780691137285.003.0005.

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This chapter discusses the data extraction process, meta-analysis database, and critical appraisal of data. The efficient and accurate extraction of data from primary studies is an important component of successful research reviews. It is one of the most time-consuming parts of a research review and should be approached with the goal of repeatability and transparency of results. Careful definition of the research question and identification of the effect size metric(s) to be used are prerequisites to efficient data extraction. The extraction spreadsheet may simply be appended to a growing database stored in a single spreadsheet (also known as “flat file database”) (e.g., Microsoft Excel, Lotus, Quattro Pro), but it may be advantageous to develop relational databases (e.g., by using Microsoft Access, Paradox or dBase software), particularly for large or complex data. During the process of data extraction the investigator also has an opportunity for critical appraisal of data quality. One approach to quantitative assessment of study quality has been the use of numerical scales in which points are assigned to specific elements of the study and summed to produce an overall quality score.
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Gage, Jenny. "Microsoft software." In How to Use an Interactive Whiteboard Really Effectively in Your Secondary Classroom, 42–57. David Fulton Publishers, 2013. http://dx.doi.org/10.4324/9780203769195-7.

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Conference papers on the topic "Microsoft software Use studies"

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Cunha, Lorena, and Qing Wang. "Sampling Methods for Uncertainty in Life Cycle Cost Analysis in Product Design." In ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/detc2015-47116.

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Life cycle cost (LCC) analysis was initiated from the necessity to calculate the cost of products from ‘cradle to grave’. LCC is not a new tool, but its use is still limited and requires further studies, especially concerning all the uncertainty involved. This project seeks to study and understand the difference between the two most common sampling methods utilized to measure this uncertainty: Latin Hypercube sampling (LHS) and Random sampling (also known as Monte Carlo sampling). The LLC model was developed in SEER-H Galorath Software and the samples from two different types of variable and in two sizes (100 and 1000) were collected using Microsoft Excel and the Risk Solver Add-in. The data was analyzed with a range of statistical tools using the R package software: t-Test, boxplot, scatterplot and the cumulative distribution function. The results point to the fact that LHS seems to be more accurate using small samples, but when comparing big samples the outcome is quite similar in both sampling methods.
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Pathiraja, A. L. A. C., P. C. P. De Silva, and A. B. Jayasinghe. "Estimate the pass-by and diverted trip impact generated by a supermarket in Colombo, Sri Lanka." In Independence and interdependence of sustainable spaces. Faculty of Architecture Research Unit, 2022. http://dx.doi.org/10.31705/faru.2022.6.

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A new supermarket development will produce more trips, adding to the existing traffic and eventually leading to congestion and increasing clashes on nearby roads. One of the primary lands uses in the Colombo area is the supermarket. As a result, it will affect travel demand as well as other local transportation-related concerns. To accurately assess the level of congestion and the effects of the development on the network, it is essential to estimate the actual number of trips that a new supermarket will generate. All land use trips do not just trip to that destination and return (primary trips). Some of the generated trips (pass-by trips) are already in the existing traffic, but some of the generated trips are entirely new (diverted trips). These trips should be analyzed while planning development to determine the impact on the surrounding transport network. Therefore, this research objects to calculate the proportion of primary, pass-by, and diverted trips generated by a Supermarket in Colombo, Sri Lanka. Current vehicle trips attraction/generation of the supermarket, consumer trip chain pattern and vehicle volume of the access road are the primary research input. Five supermarkets in the Colombo area were selected as case studies, and descriptive analysis using SPSS software and Microsoft Excel was used for analysis. Results indicate that on average 43.7% of Pass-by and diverted trips will be generated by a new supermarket in the Colombo area. This paper leads to calculating the real traffic impact by a Supermarket on surrounding road network based on the pass-by and diverted trips in Colombo, Sri Lanka.
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Venter, Marisa, and Arthur James Swart. "An integrated model for the continuous use intention of Microsoft Office simulation software." In 2018 IEEE Global Engineering Education Conference (EDUCON). IEEE, 2018. http://dx.doi.org/10.1109/educon.2018.8363246.

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Marshall, NR, F. Wood, and D. Derry. "P257 Use of visual basic in microsoft word to facilitate data collection for COVID-19 studies." In British Thoracic Society Winter Meeting, Wednesday 17 to Friday 19 February 2021, Programme and Abstracts. BMJ Publishing Group Ltd and British Thoracic Society, 2021. http://dx.doi.org/10.1136/thorax-2020-btsabstracts.401.

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Moussa, Rebecca, and Federica Sarro. "On the use of evaluation measures for defect prediction studies." In ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis. New York, NY, USA: ACM, 2022. http://dx.doi.org/10.1145/3533767.3534405.

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Begel, Andrew. "Best Practices for Engineering AI-Infused Applications: Lessons Learned from Microsoft Teams." In 2019 IEEE/ACM Joint 7th International Workshop on Conducting Empirical Studies in Industry (CESI) and 6th International Workshop on Software Engineering Research and Industrial Practice (SER&IP). IEEE, 2019. http://dx.doi.org/10.1109/cesser-ip.2019.00008.

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Stolee, Kathryn T., and Sebastian Elbaum. "Exploring the use of crowdsourcing to support empirical studies in software engineering." In the 2010 ACM-IEEE International Symposium. New York, New York, USA: ACM Press, 2010. http://dx.doi.org/10.1145/1852786.1852832.

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Usman, Muhammad, and Nasir Mehmood Minhas. "Use of Personality Tests in Empirical Software Engineering Studies A Review of Ethical Issues." In EASE '19: Evaluation and Assessment in Software Engineering. New York, NY, USA: ACM, 2019. http://dx.doi.org/10.1145/3319008.3319032.

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McLaren, P. G. "An accurate software model of a digital relay for use in off-line studies." In 6th International Conference on Developments in Power Systems Protection. IEE, 1997. http://dx.doi.org/10.1049/cp:19970105.

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Carruthers, Juan Andrés. "Open-Source Software Projects Curating Model for Empirical Software Engineering Studies." In Congresso Ibero-Americano em Engenharia de Software. Sociedade Brasileira de Computação, 2022. http://dx.doi.org/10.5753/cibse.2022.20992.

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Software projects are common inputs in Empirical Software Engineering (ESE), and they are often selected without following a specific strategy, leading to biased samples. To avoid this problem, researchers choose to use publicly available datasets instead of picking the projects themselves. However, some datasets are not maintained, containing old versions of projects, or even deprecated ones. This may raise some representativeness issues due to major changes in development practices and technologies over time. The main goal of this research is to develop a procedures model to construct and maintain a software project dataset with their product quality metrics, to support the development of ESE studies.
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Reports on the topic "Microsoft software Use studies"

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Dempsey, Terri L. Handling the Qualitative Side of Mixed Methods Research: A Multisite, Team-Based High School Education Evaluation Study. RTI Press, September 2018. http://dx.doi.org/10.3768/rtipress.2018.mr.0039.1809.

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Attention to mixed methods studies research has increased in recent years, particularly among funding agencies that increasingly require a mixed methods approach for program evaluation. At the same time, researchers operating within large-scale, rapid-turnaround research projects are faced with the reality that collection and analysis of large amounts of qualitative data typically require an intense amount of project resources and time. However, practical examples of efficiently collecting and handling high-quality qualitative data within these studies are limited. More examples are also needed of procedures for integrating the qualitative and quantitative strands of a study from design to interpretation in ways that can facilitate efficiencies. This paper provides a detailed description of the strategies used to collect and analyze qualitative data in what the research team believed to be an efficient, high-quality way within a team-based mixed methods evaluation study of science, technology, engineering, and math (STEM) high-school education. The research team employed an iterative approach to qualitative data analysis that combined matrix analyses with Microsoft Excel and the qualitative data analysis software program ATLAS.ti. This approach yielded a number of practical benefits. Selected preliminary results illustrate how this approach can simplify analysis and facilitate data integration.
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Modlo, Yevhenii O., Serhiy O. Semerikov, Pavlo P. Nechypurenko, Stanislav L. Bondarevskyi, Olena M. Bondarevska, and Stanislav T. Tolmachev. The use of mobile Internet devices in the formation of ICT component of bachelors in electromechanics competency in modeling of technical objects. [б. в.], September 2019. http://dx.doi.org/10.31812/123456789/3264.

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Computer simulation of technical objects and processes is one of the components of the system of professional training of a modern electromechanics engineer. It has been established that despite the fact that mobile Internet devices (MID) are actively used by electrical engineers, the methods of using them in the process of bachelor in electromechanics training is considered only in some domestic scientific studies. The article highlights the components of the methods of using MID in the formation of the ICT component of the competence of the bachelor in electromechanics in modeling of technical objects, providing for students to acquire basic knowledge in the field of Computer Science and modern ICT and skills to use programming systems, math packages, subroutine libraries, and the like. For processing tabular data, it is proposed to use various freely distributed tools that do not significantly differ in functionality, such as Google Sheets, Microsoft Excel, for processing text data – QuickEdit Text Editor, Google Docs, Microsoft Word. For 3D-modeling and viewing the design and technological documentation, the proposed comprehensive use of Autodesk tools in the training process.
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Lavrentieva, Olena O., Ihor O. Arkhypov, Olexander I. Kuchma, and Aleksandr D. Uchitel. Use of simulators together with virtual and augmented reality in the system of welders’ vocational training: past, present, and future. [б. в.], February 2020. http://dx.doi.org/10.31812/123456789/3748.

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The article discusses the theory and methods of simulation training, its significance in the context of training specialists for areas where the lack of primary qualification is critical. The most widespread hardware and software solutions for the organization welders' simulation training that use VR- and AR- technologies have been analyzed. A review of the technological infrastructure and software tools for the virtual teaching-and-production laboratory of electric welding has been made on the example of the achievements of Fronius, MIMBUS, Seabery. The features of creating a virtual simulation of the welding process using modern equipment based on studies of the behavioral reactions of the welder have been shown. It is found the simulators allow not only training, but also one can build neuro-fuzzy logic and design automated and robotized welding systems. The functioning peculiarities of welding's simulators with AR have been revealed. It is shown they make it possible to ensure the forming basic qualities of a future specialist, such as concentration, accuracy and agility. The psychological and technical aspects of the coaching programs for the training and retraining of qualified welders have been illustrated. The conclusions about the significant advantages of VR- and AR-technologies in comparison with traditional ones have been made. Possible directions of the development of simulation training for welders have been revealed. Among them the AR-technologies have been presented as such that gaining wide popularity as allow to realize the idea of mass training in basic professional skills.
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Hsueh, Gary, David Czerwinski, Cristian Poliziani, Terris Becker, Alexandre Hughes, Peter Chen, and Melissa Benn. Using BEAM Software to Simulate the Introduction of On-Demand, Automated, and Electric Shuttles for Last Mile Connectivity in Santa Clara County. Mineta Transportation Institute, January 2021. http://dx.doi.org/10.31979/mti.2021.1822.

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Despite growing interest in low-speed automated shuttles, pilot deployments have only just begun in a few places in the U.S., and there is a lack of studies that estimate the impacts of a widespread deployment of automated shuttles designed to supplement existing transit networks. This project estimated the potential impacts of automated shuttles based on a deployment scenario generated for a sample geographic area: Santa Clara County, California. The project identified sample deployment markets within Santa Clara County using a GIS screening exercise; tested the mode share changes of an automated shuttle deployment scenario using BEAM, an open-source beta software developed at the Lawrence Berkeley National Laboratory to run traffic simulations with MATSim; elaborated the model outputs within the R environment; and then estimated the related impacts. The main findings have been that the BEAM software, despite still being in its beta version, was able to model a scenario with the automated shuttle service: this report illustrates the potential of the software and the lessons learned. Regarding transportation aspects, the model estimated automated shuttle use throughout the county, with a higher rate of use in the downtown San José area. The shuttles would be preferred mainly by people who had been using gasoline-powered ride hail vehicles for A-to-B trips or going to the bus stop, as well as walking trips and a few car trips directed to public transport stops. As a result, the shuttles contributed to a small decrease in emissions of air pollutants, provided a competitive solution for short trips, and increased the overall use of the public transport system. The shuttles also presented a solution for short night trips—mainly between midnight and 2 am—when there are not many options for moving between points A and B. The conclusion is that the automated shuttle service is a good solution in certain contexts and can increase public transit ridership overall.
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Pererva, Victoria V., Olena O. Lavrentieva, Olena I. Lakomova, Olena S. Zavalniuk, and Stanislav T. Tolmachev. The technique of the use of Virtual Learning Environment in the process of organizing the future teachers' terminological work by specialty. [б. в.], July 2020. http://dx.doi.org/10.31812/123456789/3868.

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This paper studies the concept related to E-learning and the Virtual Learning Environment (VLE) and their role in organizing future teachers’ terminological work by specialty. It is shown the creation and use of the VLE is a promising approach in qualitative restructuring of future specialists’ vocation training, a suitable complement rather than a complete replacement of traditional learning. The concept of VLE has been disclosed; its structure has been presented as a set of components, such as: the Data-based component, the Communication-based, the Management-and-Guiding ones, and the virtual environments. Some VLE’s potential contributions to the organization of terminological work of future biology teachers’ throughout a traditional classroom teaching, an independent work, and during the field practices has been considered. The content of professionally oriented e-courses “Botany with Basis of Geobotany” and “Latin. Botany Terminology” has been revealed; the ways of working with online definer (guide), with UkrBIN National Biodiversity Information Network, with mobile apps for determining the plant species, with digital virtual herbarium, with free software have been shown. The content of students’ activity in virtual biological laboratories and during virtual tours into natural environment has been demonstrated. The explanations about the potential of biological societies in social networks in view of students’ terminology work have been given. According to the results of empirical research, the expediency of using VLEs in the study of professional terminology by future biology teachers has been confirmed.
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Harris, Gregory, Brooke Hatchell, Davelin Woodard, and Dwayne Accardo. Intraoperative Dexmedetomidine for Reduction of Postoperative Delirium in the Elderly: A Scoping Review. University of Tennessee Health Science Center, July 2021. http://dx.doi.org/10.21007/con.dnp.2021.0010.

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Background/Purpose: Post-operative delirium leads to significant morbidity in elderly patients, yet there is no regimen to prevent POD. Opioid use in the elderly surgical population is of the most significant risk factors for developing POD. The purpose of this scoping review is to recognize that Dexmedetomidine mitigates cognitive dysfunction secondary to acute pain and the use of narcotic analgesia by decreasing the amount of norepinephrine (an excitatory neurotransmitter) released during times of stress. This mechanism of action also provides analgesia through decreased perception and modulation of pain. Methods: The authors developed eligibility criteria for inclusion of articles and performed a systematic search of several databases. Each of the authors initially selected five articles for inclusion in the scoping review. We created annotated literature tables for easy screening by co-authors. After reviewing the annotated literature table four articles were excluded, leaving 11 articles for inclusion in the scoping review. There were six level I meta-analysis/systematic reviews, four level II randomized clinical trials, and one level IV qualitative research article. Next, we created a data-charting form on Microsoft Word for extraction of data items and synthesis of results. Results: Two of the studies found no significant difference in POD between dexmedetomidine groups and control groups. The nine remaining studies noted decreases in the rate, duration, and risk of POD in the groups receiving dexmedetomidine either intraoperatively or postoperatively. Multiple studies found secondary benefits in addition to decreased POD, such as a reduction of tachycardia, hypertension, stroke, hypoxemia, and narcotic use. One study, however, found that the incidence of hypotension and bradycardia were increased among the elderly population. Implications for Nursing Practice: Surgery is a tremendous stressor in any age group, but especially the elderly population. It has been shown postoperative delirium occurs in 17-61% of major surgery procedures with 30-40% of the cases assumed to be preventable. Opioid administration in the elderly surgical population is one of the most significant risk factors for developing POD. With anesthesia practice already leaning towards opioid-free and opioid-limited anesthetic, the incorporation of dexmedetomidine could prove to be a valuable resource in both reducing opioid use and POD in the elderly surgical population. Although more research is needed, the current evidence is promising.
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Yevtuch, Mykola B., Vasyl M. Fedorets, Oksana V. Klochko, Mariya P. Shyshkina, and Alla V. Dobryden. Development of the health-preserving competence of a physical education teacher on the basis of N. Bernstein's theory of movements construction using virtual reality technologies. CEUR Workshop Proceedings, July 2021. http://dx.doi.org/10.31812/123456789/4634.

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The article studies the results of the research aimed at the improvement of the methodology of develop- ment of the health-preserving competence of a Physical Education teacher in conditions of post-graduate education on the basis of Nikolai Bernstein’s theory of movement construction using virtual reality technologies. Based on the use of AR/VR technologies a software application “Virtual Model Illustrating Nikolai Bernstein’s Theory of Movement Construction” was developed. The stated model is one of the tools of the “Methodology of development of the health preserving competence of a Physical Educa- tion teacher on the basis of Nikolai Bernstein’s theory of the levels of movement construction”. The experimental study determines that the application of the virtual model within the stated methodology is an effective tool for the development of the health preserving competence of a Physical Education teacher. The application of the virtual model allows the actualization of the health preserving, conceptual, gnoseological, biomechanical, inclusive, corrective potentials of Nikolai Bernstein’s theory of movement construction. The use of the virtual model presents the ways of targeted and meaningful use of Nikolai Bernstein’s theory of the levels of movement construction by a Physical Education teacher and the improvement of physical and recreational technologies and concrete physical exercises and movement modes. Due to the application of virtual reality tools, health-preserving, preventative, corrective and developmental strategies are being formed among which the significant ones are: “Application of syner- gistic movements to adaptation to movement activity, and recreation”, “Application of spatial movements for actualization of the orientation and search activities and development of spatial thinking”, “Use of movements with a complicated algorithm for intellect development”.
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Rodriguez Muxica, Natalia. Open configuration options Bioinformatics for Researchers in Life Sciences: Tools and Learning Resources. Inter-American Development Bank, February 2022. http://dx.doi.org/10.18235/0003982.

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The COVID-19 pandemic has shown that bioinformatics--a multidisciplinary field that combines biological knowledge with computer programming concerned with the acquisition, storage, analysis, and dissemination of biological data--has a fundamental role in scientific research strategies in all disciplines involved in fighting the virus and its variants. It aids in sequencing and annotating genomes and their observed mutations; analyzing gene and protein expression; simulation and modeling of DNA, RNA, proteins and biomolecular interactions; and mining of biological literature, among many other critical areas of research. Studies suggest that bioinformatics skills in the Latin American and Caribbean region are relatively incipient, and thus its scientific systems cannot take full advantage of the increasing availability of bioinformatic tools and data. This dataset is a catalog of bioinformatics software for researchers and professionals working in life sciences. It includes more than 300 different tools for varied uses, such as data analysis, visualization, repositories and databases, data storage services, scientific communication, marketplace and collaboration, and lab resource management. Most tools are available as web-based or desktop applications, while others are programming libraries. It also includes 10 suggested entries for other third-party repositories that could be of use.
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Tayeb, Shahab. Taming the Data in the Internet of Vehicles. Mineta Transportation Institute, January 2022. http://dx.doi.org/10.31979/mti.2022.2014.

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As an emerging field, the Internet of Vehicles (IoV) has a myriad of security vulnerabilities that must be addressed to protect system integrity. To stay ahead of novel attacks, cybersecurity professionals are developing new software and systems using machine learning techniques. Neural network architectures improve such systems, including Intrusion Detection System (IDSs), by implementing anomaly detection, which differentiates benign data packets from malicious ones. For an IDS to best predict anomalies, the model is trained on data that is typically pre-processed through normalization and feature selection/reduction. These pre-processing techniques play an important role in training a neural network to optimize its performance. This research studies the impact of applying normalization techniques as a pre-processing step to learning, as used by the IDSs. The impacts of pre-processing techniques play an important role in training neural networks to optimize its performance. This report proposes a Deep Neural Network (DNN) model with two hidden layers for IDS architecture and compares two commonly used normalization pre-processing techniques. Our findings are evaluated using accuracy, Area Under Curve (AUC), Receiver Operator Characteristic (ROC), F-1 Score, and loss. The experimentations demonstrate that Z-Score outperforms no-normalization and the use of Min-Max normalization.
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El-Rayes, Khaled, and Ernest-John Ignacio. Evaluating the Benefits of Implementing Mobile Road Weather Information Sensors. Illinois Center for Transportation, February 2022. http://dx.doi.org/10.36501/0197-9191/22-004.

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State departments of transportation (DOTs) have traditionally utilized fixed road weather information sensors (RWIS) to improve road safety during inclement weather; enhance the management of labor, equipment, and materials for winter road maintenance; and reduce adverse environmental impacts from road maintenance activities. Despite the benefits of these fixed RWIS sites, their coverage and effectiveness are limited because of their stationary locations. To overcome these limitations, recent advances in mobile road weather information sensing technology and cellular communications have enabled the development of mobile RWIS that can be deployed on vehicles to expand the limited coverage of fixed RWIS networks. Combining mobile RWIS, fixed RWIS networks, automatic vehicle location, and maintenance decision support systems (MDSS) provide DOTs with accurate georeferenced road and weather information that can be used by DOTs to optimize winter road maintenance operations and deicer applications. This report presents the findings of a research project funded by the Illinois Department of Transportation to investigate the effectiveness of mobile RWIS and MDSS in improving winter maintenance operations. This project had the following three objectives. First, conduct a literature review to gather and analyze current practices and latest research studies on mobile RWIS and their use for collecting real-time winter roadway conditions to optimize winter maintenance operations. Second, perform interviews with other state DOTs to gather and analyze their experiences and best management practices for the deployment and use of mobile RWIS and MDSS. Third, develop recommendations for a pilot study to evaluate the deployment and performance of mobile RWIS and MDSS in order to determine their effectiveness, implementation requirements, software/technology needs, operational challenges, and life-cycle costs.
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