3 papers
stat.ML2019
Understanding Player Engagement and In-Game Purchasing Behavior with Ensemble Learning
Anna Guitart, Ana Fernández del Río, África Periáñez
As video games attract more and more players, the major challenge for game studios is to retain them. We present a deep behavioral analysis of churn (game abandonment) and what we…
cs.CY2018
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models
Pei Pei Chen, Anna Guitart, Ana Fernández del Río +1
Nowadays, video game developers record every virtual action performed by their players. As each player can remain in the game for years, this results in an exceptionally rich datas…
physics.soc-ph2011
Coupled Ising models and interdependent discrete choices under social influence in homogeneous populations
Ana Fernández del Río
The use of statistical physics to study problems of social sciences is motivated and its current state of the art briefly reviewed, in particular for the case of discrete choice ma…