Rafet Sifa
Rafet Sifa
Head of Cognitive Business Optimization at Fraunhofer IAIS
Verified email at iais.fraunhofer.de - Homepage
Title
Cited by
Cited by
Year
Guns, swords and data: Clustering of player behavior in computer games in the wild
A Drachen, R Sifa, C Bauckhage, C Thurau
2012 IEEE conference on Computational Intelligence and Games (CIG), 163-170, 2012
1592012
Predicting player churn in the wild
F Hadiji, R Sifa, A Drachen, C Thurau, K Kersting, C Bauckhage
2014 IEEE Conference on Computational Intelligence and Games, 1-8, 2014
1302014
How players lose interest in playing a game: An empirical study based on distributions of total playing times
C Bauckhage, K Kersting, R Sifa, C Thurau, A Drachen, A Canossa
2012 IEEE Conference on Computational Intelligence and Games (CIG), 139-146, 2012
952012
Clustering game behavior data
C Bauckhage, A Drachen, R Sifa
IEEE Transactions on Computational Intelligence and AI in Games 7 (3), 266-278, 2014
882014
Predicting purchase decisions in mobile free-to-play games
R Sifa, F Hadiji, J Runge, A Drachen, K Kersting, C Bauckhage
Eleventh Artificial Intelligence and Interactive Digital Entertainment …, 2015
792015
A comparison of methods for player clustering via behavioral telemetry
A Drachen, C Thurau, R Sifa, C Bauckhage
arXiv preprint arXiv:1407.3950, 2013
612013
The Playtime Principle: Large-scale cross-games interest modeling
R Sifa, C Bauckhage, A Drachen
2014 IEEE conference on computational intelligence and games, 1-8, 2014
562014
Archetypal Game Recommender Systems
R Sifa, C Bauckhage, A Drachen
LWA KDML, 2014
382014
Large-scale cross-game player behavior analysis on steam
R Sifa, A Drachen, C Bauckhage
Eleventh Artificial Intelligence and Interactive Digital Entertainment …, 2015
352015
Behavior evolution in tomb raider underworld
R Sifa, A Drachen, C Bauckhage, C Thurau, A Canossa
2013 IEEE Conference on Computational Inteligence in Games (CIG), 1-8, 2013
352013
Rapid prediction of player retention in free-to-play mobile games
A Drachen, ET Lundquist, Y Kung, P Rao, R Sifa, J Runge, D Klabjan
Twelfth Artificial Intelligence and Interactive Digital Entertainment Conference, 2016
262016
Predicting retention in sandbox games with tensor factorization-based representation learning
R Sifa, S Srikanth, A Drachen, C Ojeda, C Bauckhage
2016 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2016
232016
Beyond heatmaps: Spatio-temporal clustering using behavior-based partitioning of game levels
C Bauckhage, R Sifa, A Drachen, C Thurau, F Hadiji
2014 IEEE Conference on Computational Intelligence and Games, 1-8, 2014
222014
Predicting player churn in destiny: A Hidden Markov models approach to predicting player departure in a major online game
M Tamassia, W Raffe, R Sifa, A Drachen, F Zambetta, M Hitchens
2016 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2016
212016
Profiling in Games: Understanding Behavior from Telemetry
R Sifa, A Drachen, C Bauckhage
Social Interactions in Virtual Worlds: An Interdisciplinary Perspective, 2018
182018
Online-only friends, real-life friends or strangers? Differential associations with passion and social capital in video game play
R Perry, A Drachen, A Kearney, S Kriglstein, LE Nacke, R Sifa, G Wallner, ...
Computers in Human Behavior 79, 202-210, 2018
172018
Archetypical motion: Supervised game behavior learning with archetypal analysis
R Sifa, C Bauckhage
2013 IEEE Conference on Computational Inteligence in Games (CIG), 1-8, 2013
172013
Analyzing player networks in Destiny
J Pirker, A Rattinger, A Drachen, R Sifa
Entertainment Computing 25, 71-83, 2018
162018
Integrating and Inspecting Combined Behavioral Profiling and Social Network Models in Destiny
A Rattinger, G Wallner, A Drachen, J Pirker, R Sifa
Entertainment Computing-ICEC 2016: 15th IFIP TC 14 International Conference …, 2016
162016
Customer lifetime value prediction in non-contractual freemium settings: Chasing high-value users using deep neural networks and SMOTE
R Sifa, J Runge, C Bauckhage, D Klapper
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
152018
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Articles 1–20