Game provenance graph-based representation learning vs metrics-based machine learning: An empirical comparison on predictive game analytics tasks.
Sidney Araujo MeloLeonardo ThurlerAline PaesEsteban CluaPublished in: Entertain. Comput. (2025)
Keyphrases
- machine learning
- role playing
- learning analytics
- learning algorithm
- digital games
- supervised learning
- knowledge acquisition
- game theory
- learning process
- learning tasks
- learning games
- video games
- computer games
- learning systems
- active learning
- learning problems
- educational games
- serious games
- board game
- virtual world
- game development
- reinforcement learning
- predictive modeling
- game theoretic
- game playing
- stochastic games
- inductive learning
- data mining
- educational data mining
- machine learning algorithms
- learning models
- game play
- online game
- nash equilibria
- mobile learning
- multiple tasks
- knowledge discovery
- decision trees
- nash equilibrium
- mobile games
- game programming
- feature construction
- multi task learning
- feature selection
- transfer learning
- metadata