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

• 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 Periáñez, 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.

Ämnesord

Data mining  (sao)

Datorspelsindustri  (sao)

Management  (sao)

Data mining.  (LCSH)

Video games industry  -- Management. (LCSH)

Computer games industry  -- Management. (LCSH)

Management  (LCSH)

Data mining  (LCSH)

Video games industry  (lcsh)

Klassifikation

HD9993.E452 (LCC)

794.8/16312 (DDC)

Rdcb (kssb/8 (machine generated))