98 citations · 370 across the 15 of their papers we have counts for
4 papers · 1 filter
Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data
Alain Saas, Anna Guitart, África Periáñez
The classification of time series data is a challenge common to all data-driven fields. However, there is no agreement about which are the most efficient techniques to group unlabe…
Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles
África Periáñez, Alain Saas, Anna Guitart +1
Reducing user attrition, i.e. churn, is a broad challenge faced by several industries. In mobile social games, decreasing churn is decisive to increase player retention and rise re…
Games and Big Data: A Scalable Multi-Dimensional Churn Prediction Model
Paul Bertens, Anna Guitart, África Periáñez
The emergence of mobile games has caused a paradigm shift in the video-game industry. Game developers now have at their disposal a plethora of information on their players, and thu…
Forecasting Player Behavioral Data and Simulating in-Game Events
Anna Guitart, Pei Pei Chen, Paul Bertens +1
Understanding player behavior is fundamental in game data science. Video games evolve as players interact with the game, so being able to foresee player experience would help to en…