Game Analytics
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Game Analytics
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Author : Magy Seif El-Nasr
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-30
Game Analytics written by Magy Seif El-Nasr and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-30 with Computers categories.
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.
Game Analytics
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Author : Russell Ovans
language : en
Publisher: Thought Pilots
Release Date : 2025-04-01
Game Analytics written by Russell Ovans and has been published by Thought Pilots this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-01 with Computers categories.
A thorough but gentle introduction to the field of free-to-play games, describing in detail how successful game studios collect and query their data, build predictive models, run A/B tests, and grow their bottom line. Whether you are an experienced developer looking to stay ahead of the curve or a newcomer seeking to break into the industry, this book is the edge you need when analyzing games. With an in-depth focus on the core areas of user retention, monetization, and predicting customer lifetime value (LTV), Game Analytics contains the hands-on SQL queries, statistical theory, and Tableau visualization tips and tricks you need to succeed as a data analyst, product manager, or user acquisition manager in free-to-play games.
Serious Games Analytics
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Author : Christian Sebastian Loh
language : en
Publisher: Springer
Release Date : 2015-06-13
Serious Games Analytics written by Christian Sebastian Loh and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-13 with Education categories.
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.
Data Analytics Applications In Gaming And Entertainment
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Author : Günter Wallner
language : en
Publisher: CRC Press
Release Date : 2019-07-11
Data Analytics Applications In Gaming And Entertainment written by Günter Wallner and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-11 with Computers categories.
The last decade has witnessed the rise of big data in game development as the increasing proliferation of Internet-enabled gaming devices has made it easier than ever before to collect large amounts of player-related data. At the same time, the emergence of new business models and the diversification of the player base have exposed a broader potential audience, which attaches great importance to being able to tailor game experiences to a wide range of preferences and skill levels. This, in turn, has led to a growing interest in data mining techniques, as they offer new opportunities for deriving actionable insights to inform game design, to ensure customer satisfaction, to maximize revenues, and to drive technical innovation. By now, data mining and analytics have become vital components of game development. The amount of work being done in this area nowadays makes this an ideal time to put together a book on this subject. Data Analytics Applications in Gaming and Entertainment seeks to provide a cross section of current data analytics applications in game production. It is intended as a companion for practitioners, academic researchers, and students seeking knowledge on the latest practices in game data mining. The chapters have been chosen in such a way as to cover a wide range of topics and to provide readers with a glimpse at the variety of applications of data mining in gaming. A total of 25 authors from industry and academia have contributed 12 chapters covering topics such as player profiling, approaches for analyzing player communities and their social structures, matchmaking, churn prediction and customer lifetime value estimation, communication of analytical results, and visual approaches to game analytics. This book’s perspectives and concepts will spark heightened interest in game analytics and foment innovative ideas that will advance the exciting field of online gaming and entertainment.
Mastering Unity Game Development With C
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Author : Mohamed Essam
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-07-05
Mastering Unity Game Development With C written by Mohamed Essam and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-05 with Computers categories.
Transform your game development journey with Unity 2022 by structuring projects, optimizing code, and designing engaging mechanics and learn all these from a Unity expert with a proven track record of building games with over 20 million downloads Key Features Progress from basics to advanced Unity techniques effortlessly Write clean, efficient C# code to deliver seamless and engaging gameplay experiences Craft captivating game mechanics and optimize the UI to develop standout games Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDo you want to level up your Unity game development skills? Then look no further! This book is your one-stop solution to creating mesmerizing games with lifelike features and captivating gameplay. Written by a highly experienced Unity developer, this book emphasizes project organization, clean C# code, and Unity plugins, including the new Input System and Cinemachine. Mastering Unity Game Development with C# shows you how to structure projects effectively, write clean and modular code, utilize the power of Unity plugins, and design engaging game mechanics. You’ll also understand how to optimize user interfaces for a seamless player experience, manage game data efficiently, contribute to existing code bases, integrate third-party assets and APIs, and apply optimization techniques to enhance game performance. By the end of this book, you’ll have acquired the knowledge and skills that will empower you to create efficient and engaging games.What you will learn Structure projects and break down game design into manageable systems Utilize Unity plugins such as the new Input System and Cinemachine Contribute effectively to existing code bases in Unity with C# Optimize user interfaces using C# for a seamless player experience Manage game data efficiently in Unity with C# Enrich your game with third-party assets and APIs using C# Who this book is for This book is designed for game developers, professional gamers, and game development enthusiasts who have prior experience with Unity and are comfortable with C# programming. If you have a basic understanding of Unity's core functionalities such as creating scenes, scripting, and manipulating objects, this book will help you gain the skills needed to master Unity game development.
Games User Research
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Author : Anders Drachen
language : en
Publisher: Oxford University Press
Release Date : 2018
Games User Research written by Anders Drachen and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Computers categories.
Games live and die commercially on the player experience. Games User Research is collectively the way we optimise the quality of the user experience (UX) in games, working with all aspects of a game from the mechanics and interface, visuals and art, interaction and progression, making sure every element works in concert and supports the game UX. This means that Games User Research is essential and integral to the production of games and to shape the experience of players. Today, Games User Research stands as the primary pathway to understanding players and how to design, build, and launch games that provide the right game UX. Until now, the knowledge in Games User Research and Game UX has been fragmented and there were no comprehensive, authoritative resources available. This book bridges the current gap of knowledge in Games User Research, building the go-to resource for everyone working with players and games or other interactive entertainment products. It is accessible to those new to Games User Research, while being deeply comprehensive and insightful for even hardened veterans of the game industry. In this book, dozens of veterans share their wisdom and best practices on how to plan user research, obtain the actionable insights from users, conduct user-centred testing, which methods to use when, how platforms influence user research practices, and much, much more.
Open And Big Data Management And Innovation
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Author : Marijn Janssen
language : en
Publisher: Springer
Release Date : 2015-10-08
Open And Big Data Management And Innovation written by Marijn Janssen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-08 with Computers categories.
This book constitutes the refereed conference proceedings of the 14th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2015, held in Delft, The Netherlands, in October 2015. The 40 revised full papers presented together with 1 keynote panel were carefully reviewed and selected from 65 submissions. They are organized in the following topical sections: adoption; big and open data; e-business, e-services,, and e-society; and witness workshop.
Learner Experience And Usability In Online Education
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Author : Bouchrika, Imed
language : en
Publisher: IGI Global
Release Date : 2018-05-11
Learner Experience And Usability In Online Education written by Bouchrika, Imed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-11 with Education categories.
In online education, there is a challenge to not only meet the pedagogical aspects of digital education but also to understand the user experience within learning platforms and student interaction. Through online functions and advanced technology, a student's learning style can be enhanced. Learner Experience and Usability in Online Education provides emerging research on the design, implementation, and evaluation of user experience in online learning systems. While highlighting topics such as computer-based assessments, educational digital technologies, and immersive learning environments, this publication explores the human-computer interaction in the educational realm. This book is an important resource for educators, school administrators, academicians, researchers, and students seeking current research on the role of positive user experience in educational learning systems.
Game Research Methods An Overview
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Author : Patri Lankoski
language : en
Publisher: Lulu.com
Release Date : 2015
Game Research Methods An Overview written by Patri Lankoski and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Education categories.
"Games are increasingly becoming the focus for research due to their cultural and economic impact on modern society. However, there are many different types of approaches and methods than can be applied to understanding games or those that play games. This book provides an introduction to various game research methods that are useful to students in all levels of higher education covering both quantitative, qualitative and mixed methods. In addition, approaches using game development for research is described. Each method is described in its own chapter by a researcher with practical experience of applying the method to topic of games. Through this, the book provides an overview of research methods that enable us to better our understanding on games."--Provided by publisher.