Yungjen Kung

1paper

1 Paper

MLJul 12, 2016
Rapid Prediction of Player Retention in Free-to-Play Mobile Games

Anders Drachen, Eric Thurston Lundquist, Yungjen Kung et al.

Predicting and improving player retention is crucial to the success of mobile Free-to-Play games. This paper explores the problem of rapid retention prediction in this context. Heuristic modeling approaches are introduced as a way of building simple rules for predicting short-term retention. Compared to common classification algorithms, our heuristic-based approach achieves reasonable and comparable performance using information from the first session, day, and week of player activity.