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A01=Alessandro Canossa
A01=Anders Drachen
A01=Magy Seif El-Nasr
A01=Truong-Huy D. Nguyen
Age Group_Uncategorized
Age Group_Uncategorized
Author_Alessandro Canossa
Author_Anders Drachen
Author_Magy Seif El-Nasr
Author_Truong-Huy D. Nguyen
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Category1=Non-Fiction
Category=PDR
Category=PDZ
Category=UGG
COP=United Kingdom
Delivery_Delivery within 10-20 working days
Language_English
PA=Available
Price_€100 and above
PS=Active
softlaunch

Game Data Science

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. See more
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A01=Alessandro CanossaA01=Anders DrachenA01=Magy Seif El-NasrA01=Truong-Huy D. NguyenAge Group_UncategorizedAuthor_Alessandro CanossaAuthor_Anders DrachenAuthor_Magy Seif El-NasrAuthor_Truong-Huy D. Nguyenautomatic-updateCategory1=Non-FictionCategory=PDRCategory=PDZCategory=UGGCOP=United KingdomDelivery_Delivery within 10-20 working daysLanguage_EnglishPA=AvailablePrice_€100 and abovePS=Activesoftlaunch
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Product Details
  • Weight: 814g
  • Dimensions: 163 x 240mm
  • Publication Date: 14 Oct 2021
  • Publisher: Oxford University Press
  • Publication City/Country: United Kingdom
  • Language: English
  • ISBN13: 9780192897879

About Alessandro CanossaAnders DrachenMagy Seif El-NasrTruong-Huy D. Nguyen

Magy Seif El-Nasr is a Professor of Computational Media and Vice Chair of Serious Games program at University of California at Santa Cruz where she also directs the Game User Interaction and Intelligence (GUII) Lab. Dr. Seif El-Nasr earned her Ph.D. degree from Northwestern University in Computer Science. Her work is internationally known and cited in several game industry books. Additionally she has received several awards and recognition within the game research community. Truong-Huy Nguyen is currently working at Google as a Software Engineer. Before making the move to the tech industry he was an assistant professor at the Department of Computer and Information Science at Fordham University New York NY. He received his PhD in Computer Science from the National University of Singapore. His research focuses on discovering how humans make decisions and form strategies and tactics from behavioral data as well as building experimental and practical applications to leverage such insights. His research work lies at the cross-junction of machine learning artificial intelligence and behavior analytics with favorite applications being games and robotics. Dr. Alessandro Canossa has been straddling between the game industry and academia for many years. He has been Assistant Professor at the IT University of Copenhagen Associate Professor at Northeastern University in Boston and he's now Professor at the Royal Danish Academy of Fine Arts. In his research he employs psychological theories of personality perception motivation and emotion to design games with the purpose of investigating individual differences in behavior among users of digital entertainment. He's now involved with Modl.AI a company providing AI services to the game industry where he's exploring how to triangulate data-driven insights with surveys and lab observations to advance the field of predictive analytics. Anders Drachen PhD is Professor at the University of York and Communications Director at the Department of Computer Science. He is co-director of the Digital Creativity Labs (digitalcreativity.ac.uk/) a UK Digital Economy Hub and World Centre for Excellence. He is recognized as one of the world's most influential people in business intelligence in the Creative industries and a core innovator in the domain with 140+ publications across game analytics and games user research. His work has assisted major international game publishers as well as SMEs make better decisions based on their data.

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