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Online Public Access Catalogue

题名/责任者:

Data analytics applications in gaming and entertainment / [edited by] Günter Wallner.

出版发行项:

Boca Raton : Taylor & Francis, a CRC title, part of the Taylor & Francis imprint, a member of the Taylor & Francis Group, the academic division of T&F Informa, plc, 2019.

ISBN:

9781138104433 (hardback : acid-free paper) :

载体形态项:

xxii, 283 pages : illustrations ; 24 cm.

丛编说明:

Data analytics applications

附加个人名称:

Wallner, Günter, editor.

论题主题:

Video games industry-Management.

论题主题:

Computer games industry-Management.

论题主题:

Data mining.

中图法分类号:

G898.3

书目附注:

Includes bibliographical references and index.

内容附注:

A brief introduction to data mining and analytics in games / Günter Wallner -- Evaluating gamer achievements to understand player behavior / Thomas Apperley, Enrico Gandolfi -- Building matchmaking systems / Alex Zook -- A data science approach to exploring hero roles in multiplayer online battle arena games / Choong-Soo Lee, Ivan Ramler -- Predicting customer lifetime value in free-to-play games / Paolo Burelli -- Advanced data science models for player behavioral prediction / áfrica Periá?ez, Anna Guitart, Pei Pei Chen, Ana Fernández del Río -- Integrating social and textual analytics into game analytics / Lareina Milambiling, Michael Katchabaw, Damir Slogar -- Social network analysis applied to game communities to identify key social players / Alessandro Canossa, Casper Harteveld -- Methodological and epistemological reflections on the use of game analytics towards understanding the social relationships of a video game community / Maude Bonenfant, Patrick Deslauriers, Issam Heddad -- An analyst's guide to communication / Natalie Selin -- A taxonomy of visualizations for gameplay data / Simone Kriglstein -- Co-design of an interactive analytics system for multiplayer online battle arena game occurrences / Quan Li, Ziming Wu, Huamin Qu, Xiaojuan Ma.

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