18 citations · 21 across the 3 of their papers we have counts for
3 papers · 1 filter
From Theory to Behaviour: Towards a General Model of Engagement
Valerio Bonometti, Charles Ringer, Mathieu Ruiz +2
Engagement is a fuzzy concept. In the present work we operationalize engagement mechanistically by linking it directly to human behaviour and show that the construct of engagement…
Time to Die: Death Prediction in Dota 2 using Deep Learning
Adam Katona, Ryan Spick, Victoria Hodge +4
Esports have become major international sports with hundreds of millions of spectators. Esports games generate massive amounts of telemetry data. Using these to predict the outcome…
Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability
Valerio Bonometti, Charles Ringer, Mark Hall +2
Data-driven approaches which aim to identify and predict player engagement are becoming increasingly popular in games industry contexts. This is due to the growing practice of trac…