Academic Catalog

DI728 DATA ANALYTICS APPLICATIONS IN GAMING AND ENTERTAINMENT

Course Code: 9110728
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Data Informatics
Language of Instruction: English
Level of Study: Graduate
Course Coordinator:
Offered Semester: Spring Semesters.

Course Content

This course aims to provide background information and provide an overview of contemporary data analytics uses in game development and entertainment. The lectures will cover subjects such as player profiling, approaches for analyzing player communities and their social structures, matchmaking, churn prediction and customer lifetime value estimation, analytical results communication, and visual approaches to game analytics. The course aims to balance theory and practice by having students implement all of the described methods, test them in various game environments, and study current research papers on data analytics in games and entertainment.