Game Learning Analytics:: Blending Visual and Data Mining Techniques to Improve Serious Games and to Better Understand Player Learning.
Cristina Alonso-FernándezAntonio Calvo-MorataManuel FreireIván Martínez-OrtizBaltasar Fernández-ManjónPublished in: J. Learn. Anal. (2022)
Keyphrases
- serious games
- learning analytics
- game play
- game development
- data mining techniques
- educational data mining
- digital games
- game engine
- educational tools
- game design
- networked learning
- design principles
- learning sciences
- computer games
- video games
- technology enhanced learning
- data mining
- learning design
- educational games
- learning scenarios
- learning analytics and knowledge
- social skills
- association rules
- intelligent tutoring
- informal learning
- virtual environment
- learning process
- repeated games
- game based learning
- imperfect information
- knowledge discovery
- learning algorithm
- machine learning
- databases
- learning processes