Serious Games Analytics

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Serious Games Analytics

Author : Christian Sebastian Loh
Publisher : Springer
ISBN 13 : 3319058347
Total Pages : 477 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Serious Games Analytics by : Christian Sebastian Loh

Download or read book Serious Games Analytics written by Christian Sebastian Loh and published by Springer. This book was released on 2015-06-13 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together research on how gameplay data in serious games may be turned into valuable analytics or actionable intelligence for performance measurement, assessment, and improvement. Chapter authors use empirical research methodologies, including existing, experimental, and emerging conceptual frameworks, from various fields, such as: computer science software engineering educational data mining statistics information visualization. Serious games is an emerging field where the games are created using sound learning theories and instructional design principles to maximize learning and training success. But how would stakeholders know what play-learners have done in the game environment, and if the actions performance brings about learning? Could they be playing the game for fun, really learning with evidence of performance improvement, or simply gaming the system, i.e., finding loopholes to fake that they are making progress? This volume endeavors to answer these questions.

Game Analytics

Author : Magy Seif El-Nasr
Publisher : Springer Science & Business Media
ISBN 13 : 1447147693
Total Pages : 800 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Game Analytics by : Magy Seif El-Nasr

Download or read book Game Analytics written by Magy Seif El-Nasr and published by Springer Science & Business Media. This book was released on 2013-03-30 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing a successful game in today’s market is a challenging endeavor. Thousands of titles are published yearly, all competing for players’ time and attention. Game analytics has emerged in the past few years as one of the main resources for ensuring game quality, maximizing success, understanding player behavior and enhancing the quality of the player experience. It has led to a paradigm shift in the development and design strategies of digital games, bringing data-driven intelligence practices into the fray for informing decision making at operational, tactical and strategic levels. Game Analytics - Maximizing the Value of Player Data is the first book on the topic of game analytics; the process of discovering and communicating patterns in data towards evaluating and driving action, improving performance and solving problems in game development and game research. Written by over 50 international experts from industry and research, it covers a comprehensive range of topics across more than 30 chapters, providing an in-depth discussion of game analytics and its practical applications. Topics covered include monetization strategies, design of telemetry systems, analytics for iterative production, game data mining and big data in game development, spatial analytics, visualization and reporting of analysis, player behavior analysis, quantitative user testing and game user research. This state-of-the-art volume is an essential source of reference for game developers and researchers. Key takeaways include: Thorough introduction to game analytics; covering analytics applied to data on players, processes and performance throughout the game lifecycle. In-depth coverage and advice on setting up analytics systems and developing good practices for integrating analytics in game-development and -management. Contributions by leading researchers and experienced professionals from the industry, including Ubisoft, Sony, EA, Bioware, Square Enix, THQ, Volition, and PlayableGames. Interviews with experienced industry professionals on how they use analytics to create hit games.

Data Analytics Approaches in Educational Games and Gamification Systems

Author : Ahmed Tlili
Publisher : Springer Nature
ISBN 13 : 9813293357
Total Pages : 255 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Data Analytics Approaches in Educational Games and Gamification Systems by : Ahmed Tlili

Download or read book Data Analytics Approaches in Educational Games and Gamification Systems written by Ahmed Tlili and published by Springer Nature. This book was released on 2019-09-10 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Game-based learning environments and learning analytics are attracting increasing attention from researchers and educators, since they both can enhance learning outcomes. This book focuses on the application of data analytics approaches and research on human behaviour analysis in game-based learning environments, namely educational games and gamification systems, to provide smart learning. Specifically, it discusses the purposes, advantages and limitations of applying such approaches in these environments. Additionally, the various smart game-based learning environments presented help readers integrate learning analytics in their educational games and gamification systems to, for instance, assess and model students (e.g. their computational thinking) or enhance the learning process for better outcomes. Moreover, the book presents general guidelines on various aspects, such as collecting data for analysis, game-based learning environment design, system architecture and applied algorithms, which facilitate incorporating learning analytics into educational games and gamification systems. After a general introduction to help readers become familiar with the subject area, the individual chapters each discuss a different aim of applying data analytics approaches in educational games and gamification systems. Lastly, the conclusion provides a summary and presents general guidelines and frameworks to consider when designing smart game-based learning environments with learning analytics.

Serious Games

Author : Tim Marsh
Publisher : Springer
ISBN 13 : 3319458418
Total Pages : 308 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Serious Games by : Tim Marsh

Download or read book Serious Games written by Tim Marsh and published by Springer. This book was released on 2016-09-02 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Second Joint International Conference on Serious Games, JCSG 2016, held in Brisbane, QLD, Australia, in September 2016. This conference bundles the activities of the International Conference on Serious Games Development and Applications, SGDA, and the Conference on Serious Games, GameDays. The total of 36 full papers and 5 short papers was carefully reviewed and selected from numerous submissions. The papers were organized in topical sections named: health, well-being and accessibility; education, learning and training; science, nature and heritage; design, development and analysis; poster papers; exhibits.

Data-Driven Personas

Author : Bernard J. Jansen
Publisher : Springer Nature
ISBN 13 : 3031022319
Total Pages : 317 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Data-Driven Personas by : Bernard J. Jansen

Download or read book Data-Driven Personas written by Bernard J. Jansen and published by Springer Nature. This book was released on 2022-05-31 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-driven personas are a significant advancement in the fields of human-centered informatics and human-computer interaction. Data-driven personas enhance user understanding by combining the empathy inherent with personas with the rationality inherent in analytics using computational methods. Via the employment of these computational methods, the data-driven persona method permits the use of large-scale user data, which is a novel advancement in persona creation. A common approach for increasing stakeholder engagement about audiences, customers, or users, persona creation remained relatively unchanged for several decades. However, the availability of digital user data, data science algorithms, and easy access to analytics platforms provide avenues and opportunities to enhance personas from often sketchy representations of user segments to precise, actionable, interactive decision-making tools—data-driven personas! Using the data-driven approach, the persona profile can serve as an interface to a fully functional analytics system that can present user representation at various levels of information granularity for more task-aligned user insights. We trace the techniques that have enabled the development of data-driven personas and then conceptually frame how one can leverage data-driven personas as tools for both empathizing with and understanding of users. Presenting a conceptual framework consisting of (a) persona benefits, (b) analytics benefits, and (c) decision-making outcomes, we illustrate applying this framework via practical use cases in areas of system design, digital marketing, and content creation to demonstrate the application of data-driven personas in practical applied situations. We then present an overview of a fully functional data-driven persona system as an example of multi-level information aggregation needed for decision making about users. We demonstrate that data-driven personas systems can provide critical, empathetic, and user understanding functionalities for anyone needing such insights.

Game Data Science

Author : Magy Seif El-Nasr
Publisher : Oxford University Press
ISBN 13 : 0192652710
Total Pages : 320 pages
Book Rating : 4.1/5 (926 download)

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Book Synopsis Game Data Science by : Magy Seif El-Nasr

Download or read book Game Data Science written by Magy Seif El-Nasr and published by Oxford University Press. This book was released on 2021-09-30 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Game data science, defined as the practice of deriving insights from game data, has created a revolution in the multibillion-dollar games industry - informing and enhancing production, design, and development processes. Almost all game companies and academics have now adopted some type of game data science, every tool utilized by game developers allows collecting data from games, yet there has been no definitive resource for academics and professionals in this rapidly developing sector until now. Games Data Science delivers an excellent introduction to this new domain and provides the definitive guide to methods and practices of computer science, analytics, and data science as applied to video games. It is the ideal resource for academic students and professional learners seeking to understand how data science is used within the game development and production cycle, as well as within the interdisciplinary field of games research. Organized into chapters that integrate laboratory and game data examples, this book provides a unique resource to train and educate both industry professionals and academics about the use of game data science, with practical exercises and examples on how such processes are implemented and used in academia and industry, interweaving theoretical learning with practical application throughout.

Serious Games

Author : Ralf Dörner
Publisher : Springer
ISBN 13 : 3319406124
Total Pages : 421 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Serious Games by : Ralf Dörner

Download or read book Serious Games written by Ralf Dörner and published by Springer. This book was released on 2016-08-25 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides an introduction to the fundamentals of serious games, which differ considerably from computer games that are meant for pure entertainment. Undergraduate and graduate students from various disciplines who want to learn about serious games are one target group of this book. Prospective developers of serious games are another, as they can use the book for self-study in order to learn about the distinctive features of serious game design and development. And ultimately, the book also addresses prospective users of serious game technologies by providing them with a solid basis for judging the advantages and limitations of serious games in different application areas such as game-based learning, training and simulation or games for health. To cater to this heterogeneous readership and wide range of interests, every effort was made to make the book flexible to use. All readers are expected to study Chapter 1, as it provides the necessary basics and terminology that will be used in all subsequent chapters. The eleven chapters that follow cover the creation of serious games (design, authoring processes and tools, content production), the runtime context of serious games (game engines, adaptation mechanisms, game balancing, game mastering, multi-player serious games), the effects of serious games and their evaluation (player experience, assessment techniques, performance indicators), and serious games in practice (economic aspects, cost-benefit analysis, serious game distribution). To familiarize the readers with best practice in this field, the final chapter presents more than 30 selected examples of serious games illustrating their characteristics and showcasing their practical use. Lecturers can select chapters in a sequence that is most suitable for their specific course or seminar. The book includes specific suggestions for courses such as “Introduction to Serious Games”, “Entertainment Technology”, “Serious Game Design”, “Game-based Learning”, and “Applications of Serious Games”.

Serious Games

Author : Bobbie Fletcher
Publisher : Springer Nature
ISBN 13 : 3030882721
Total Pages : 295 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Serious Games by : Bobbie Fletcher

Download or read book Serious Games written by Bobbie Fletcher and published by Springer Nature. This book was released on 2021-10-04 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th Joint International Conference on Serious Games, JCSG 2021, as virtual event, in January 2022. The 17 full papers presented together with 3 short papers were carefully reviewed and selected from 28 submissions. JSCG 2021 is dedicated to serious games and its interdisciplinary characteristics combining game concepts and technologies required in the different application domains. Chapter "Design and Evaluation of a Serious Game to Supplement Pupils' Understanding of Molecular Structures in Chemistry" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Handbook of Research on Serious Games for Educational Applications

Author : Zheng, Robert
Publisher : IGI Global
ISBN 13 : 1522505148
Total Pages : 496 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Serious Games for Educational Applications by : Zheng, Robert

Download or read book Handbook of Research on Serious Games for Educational Applications written by Zheng, Robert and published by IGI Global. This book was released on 2016-08-01 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Games have been part of the entertainment industry for decades. Once only considered viable for personal entertainment, virtual gaming media is now being explored as a useful tool for learning and student engagement. The Handbook of Research on Serious Games for Educational Applications presents a comprehensive examination of the implementation of gaming in classroom settings and the cognitive benefits this integration presents. Highlighting theoretical, psychological, instructional design, and teaching perspectives, this book is a pivotal reference source for researchers, educators, professionals, and academics interested in the innovative opportunities of game-based learning.

Serious Games, Interaction and Simulation

Author : Carlos Vaz de Carvalho
Publisher : Springer
ISBN 13 : 9783319510545
Total Pages : 0 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Serious Games, Interaction and Simulation by : Carlos Vaz de Carvalho

Download or read book Serious Games, Interaction and Simulation written by Carlos Vaz de Carvalho and published by Springer. This book was released on 2016-12-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Serious Games, Interaction and Simulation, SGAMES 2016, held in Porto, Portugal, in June 2016. The 19 revised full papers presented together with 2 keynote papers and an editorial introduction were carefully reviewed and selected from all the submissions. The papers cover areas like cognition, psychology, technology-enhanced education, evaluation and assessment, multimedia and information technology and feature new scientific approaches and results from experiments and real-life applications.

Cognitive Computing in Technology-Enhanced Learning

Author : Lytras, Miltiadis D.
Publisher : IGI Global
ISBN 13 : 1522590323
Total Pages : 345 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Cognitive Computing in Technology-Enhanced Learning by : Lytras, Miltiadis D.

Download or read book Cognitive Computing in Technology-Enhanced Learning written by Lytras, Miltiadis D. and published by IGI Global. This book was released on 2019-05-31 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Various technologies and applications such as cognitive computing, artificial intelligence, and learning analytics have received increased attention in recent years. The growing demand behind their adoption and exploitation in different application contexts has captured the attention of learning technology specialists, computer engineers, and business researchers who are attempting to decipher the phenomenon of personalized e-learning, its relation to already conducted research, and its implications for new research opportunities that effect innovations in teaching. Cognitive Computing in Technology-Enhanced Learning is a critical resource publication that aims to demonstrate state-of-the-art approaches of advanced data mining systems in e-learning, such as MOOCs and other innovative technologies, to improve learning analytics, as well as to show how new and advanced user interaction designs, educational models, and adoptive strategies can expand sustainability in applied learning technologies. Highlighting a range of topics such as augmented reality, ethics, and online learning environments, this book is ideal for educators, instructional designers, higher education faculty, school administrators, academicians, researchers, and students.

Serious Games and Edutainment Applications

Author : Minhua Ma
Publisher : Springer
ISBN 13 : 3319516450
Total Pages : 702 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Serious Games and Edutainment Applications by : Minhua Ma

Download or read book Serious Games and Edutainment Applications written by Minhua Ma and published by Springer. This book was released on 2017-03-03 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the continued application of gaming for training and education, which has seen exponential growth over the past two decades, this book offers an insightful introduction to the current developments and applications of game technologies within educational settings, with cutting-edge academic research and industry insights, providing a greater understanding into current and future developments and advances within this field. Following on from the success of the first volume in 2011, researchers from around the world presents up-to-date research on a broad range of new and emerging topics such as serious games and emotion, games for music education and games for medical training, to gamification, bespoke serious games, and adaptation of commercial off-the shelf games for education and narrative design, giving readers a thorough understanding of the advances and current issues facing developers and designers regarding games for training and education. This second volume of Serious Games and Edutainment Applications offers further insights for researchers, designers and educators who are interested in using serious games for training and educational purposes, and gives game developers with detailed information on current topics and developments within this growing area.

Research Anthology on Developments in Gamification and Game-Based Learning

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668437112
Total Pages : 1971 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Developments in Gamification and Game-Based Learning by : Management Association, Information Resources

Download or read book Research Anthology on Developments in Gamification and Game-Based Learning written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-11-26 with total page 1971 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology has increasingly become utilized in classroom settings in order to allow students to enhance their experiences and understanding. Among such technologies that are being implemented into course work are game-based learning programs. Introducing game-based learning into the classroom can help to improve students’ communication and teamwork skills and build more meaningful connections to the subject matter. While this growing field has numerous benefits for education at all levels, it is important to understand and acknowledge the current best practices of gamification and game-based learning and better learn how they are correctly implemented in all areas of education. The Research Anthology on Developments in Gamification and Game-Based Learning is a comprehensive reference source that considers all aspects of gamification and game-based learning in an educational context including the benefits, difficulties, opportunities, and future directions. Covering a wide range of topics including game concepts, mobile learning, educational games, and learning processes, it is an ideal resource for academicians, researchers, curricula developers, instructional designers, technologists, IT specialists, education professionals, administrators, software designers, students, and stakeholders in all levels of education.

Games User Research

Author : Anders Drachen
Publisher : Oxford University Press
ISBN 13 : 0198794843
Total Pages : 549 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Games User Research by : Anders Drachen

Download or read book Games User Research written by Anders Drachen and published by Oxford University Press. This book was released on 2018 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: "games user research is the definitive guide to methods and practices for games user professionals, researchers and students seeking additional expertise or starting advice in the game development industry. It is the go-to volume for everyone working with games, with an emphasis on those new to the field."--Back cover.

Serious Games for Healthcare: Applications and Implications

Author : Arnab, Sylvester
Publisher : IGI Global
ISBN 13 : 146661904X
Total Pages : 370 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Serious Games for Healthcare: Applications and Implications by : Arnab, Sylvester

Download or read book Serious Games for Healthcare: Applications and Implications written by Arnab, Sylvester and published by IGI Global. This book was released on 2012-07-31 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: With advances in technologies and revolutions in patient, trainee, and public expectations, the global healthcare sector is increasingly turning to serious games to solve problems. Serious games are applications with serious purposes, developed using computer game technologies more often associated with entertainment. Serious Games for Healthcare: Applications and Implications will introduce the development and application of game technologies for health-related serious games. Further, it provides cutting-edge academic research and industry updates which will inform readers about the current and future advances in the area. Encapsulating the knowledge of commercial and noncommercial researchers, developers, and practitioners in a single volume will benefit not only the research and development community within this field, but could also serve public health interests by improving awareness and outcomes.

Radical Solutions and Learning Analytics

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 981154526X
Total Pages : 233 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Radical Solutions and Learning Analytics by : Daniel Burgos

Download or read book Radical Solutions and Learning Analytics written by Daniel Burgos and published by Springer Nature. This book was released on 2020-05-08 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the end user, being a student, a teacher, a manager or a persona in a different role, an instructional designer can design a way to produce a practical dashboard that helps him improve that very user’s performance, interaction, motivation or just grading. This book provides a thorough approach on how education, as such, from teaching to learning through management, is improved by a smart analysis of available data, making visible and useful behaviours, predictions and patterns that are hinder to the regular eye without the process of massive data.

Trends and Applications of Serious Gaming and Social Media

Author : Youngkyun Baek
Publisher : Springer
ISBN 13 : 981456026X
Total Pages : 186 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Trends and Applications of Serious Gaming and Social Media by : Youngkyun Baek

Download or read book Trends and Applications of Serious Gaming and Social Media written by Youngkyun Baek and published by Springer. This book was released on 2014-07-08 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the challenges and potential of educational learning or industry-based training using serious games and social media platforms. In particular, the book addresses applications used in businesses and education-related organizations in Asia, where the framework and experience of serious games have been used to address specific problems in the real world. The topics that will be present in this book includes future of serious games and immersive technologies and their impact on society; online and mobile games; achievement systems in serious games; persuasive technology and games for saving and money management; malware analytics for social networking; serious games for mental health interventions; educational implications of social network games; learning and acquiring subject knowledge using serious games in classrooms. The target audience for this book includes scientists, engineers and practitioners involved in the field of Serious Games. The major part of this book comprises of papers that have been presented at the Serious Games and Social Connect 2012 conference held in Singapore (October 4, 2012). All the contributions have been peer reviewed and by scientific committee members with report about quality, content and originality.