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016 7 a| 0202242692| Uk;

020 a| 019289787Xq| hardcover;

020 a| 9780192897879q| hardback;

020 a| 0192897888q| paperback;

020 a| 9780192897886q| paperback;

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100 1 a| El-Nasr, Magy Seif.?| UNAUTHORIZED;

245 10 a| Game data scienceh| [electronic resource] /c| Magy Seif El-Nasr, Truong Huy Nguyen Dinh, Alessandro Canossa, Anders Drachen.;

250 a| First edition.;

260 a| Oxford, United Kingdom ;a| New York, NY :b| Oxford University Press,c| 2021.;

300 a| xvi, 397 pages :b| illustrations (some color) ;c| 24 cm;

504 a| Includes bibliographical references and index.;

505 0 a| Game Data Science. An introduction -- Data preprocessing -- Introduction to statistics and probability theory -- Data abstraction -- Data analysis through visualization -- Clustering methods in Game Data Science -- Supervised learning in Game Data Science -- Supervised learning in Game Data Science. Model validation and evaluation -- Neural networks -- Sequence analysis of Game Data -- Advanced sequence analysis -- Case study. Social network analysis applied to in-game communities to identify key social players -- Conclusions and remarks -- Appendix A. Games used in the book.;

506 a| Available only to authorized users.;

520 a| "Game Data Science delivers a thorough introduction to this new domain and serves as a definitive guide to the methods and practices of computer science, analytics, and data science as applied to video games. It is the ideal resource for professional learners and students 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." -- back cover.;

538 a| Mode of access: World Wide Web;

650 0 a| Video gamesx| Data processing.=| ^A179003;

650 0 a| Video gamesx| Design.=| ^A696474;

650 0 a| Video gamesx| Evaluation.=| ^A179003;

650 6 a| Jeux vidéox| Informatique.;

650 6 a| Jeux vidéox| Conception.;

650 6 a| Jeux vidéox| Évaluation.;

650 7 a| Video gamesx| Data processing.2| fast0| (OCoLC)fst01166424;

650 7 a| Video gamesx| Design.2| fast0| (OCoLC)fst01166425;

650 7 a| Video gamesx| Evaluation.2| fast0| (OCoLC)fst01166430;

650 7 a| Computerspellen2| gtt;

650 7 a| Dataprocessing2| gtt;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Nguyen, Truong-Huy D.?| UNAUTHORIZED;

700 1 a| Canossa, Alessandro.?| UNAUTHORIZED;

700 1 a| Drachen, Anders.?| UNAUTHORIZED;

710 2 a| Oxford University Press.=| ^A636469;

856 40 z| Full text available from Oxford Scholarship Onlineu| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Facademic.oup.com%2Fbook%2F39142;

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999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6538058-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 2/16/2025x| EBOOKz| JERESOURCE;

Game data science / Magy Seif El-Nasr, Truong Huy Nguyen Dinh, Alessandro Canossa, Anders Drachen.

Author/creator	El-Nasr, Magy Seif
Format	Electronic
Edition	First edition.
Publication Info	Oxford, United Kingdom ; New York, NY : Oxford University Press, 2021.
Description	xvi, 397 pages : illustrations (some color) ; 24 cm
Supplemental Content	Full text available from Oxford Scholarship Online
Subjects	Video games--Data processing. Video games--Design. Video games--Evaluation. Jeux vidéo--Informatique. Jeux vidéo--Conception. Jeux vidéo--Évaluation.

Other author/creator	Nguyen, Truong-Huy D.
Other author/creator	Canossa, Alessandro.
Other author/creator	Drachen, Anders.
Other author/creator	Oxford University Press.
Contents	Game Data Science. An introduction -- Data preprocessing -- Introduction to statistics and probability theory -- Data abstraction -- Data analysis through visualization -- Clustering methods in Game Data Science -- Supervised learning in Game Data Science -- Supervised learning in Game Data Science. Model validation and evaluation -- Neural networks -- Sequence analysis of Game Data -- Advanced sequence analysis -- Case study. Social network analysis applied to in-game communities to identify key social players -- Conclusions and remarks -- Appendix A. Games used in the book.
Abstract	"Game Data Science delivers a thorough introduction to this new domain and serves as a definitive guide to the methods and practices of computer science, analytics, and data science as applied to video games. It is the ideal resource for professional learners and students 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." -- back cover.
Bibliography note	Includes bibliographical references and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2021932524
ISBN	019289787X hardcover
ISBN	9780192897879 hardback
ISBN	0192897888 paperback
ISBN	9780192897886 paperback

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Game data science / Magy Seif El-Nasr, Truong Huy Nguyen Dinh, Alessandro Canossa, Anders Drachen.

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