From Implicit Preferences to Ratings: Video Games Recommendation based on Collaborative Filtering.
Rosária BungaFernando BatistaRicardo RibeiroPublished in: KDIR (2021)
Keyphrases
- video games
- collaborative filtering
- user preferences
- making recommendations
- recommender systems
- explicit feedback
- learning experience
- implicit feedback
- matrix factorization
- game play
- user ratings
- user similarity
- collaborative filtering algorithms
- data sparsity
- educational games
- demographic information
- computer games
- recommendation systems
- game playing
- game design
- user profiles
- learning tools
- personalized recommendation
- netflix prize
- cold start
- latent factor models
- serious games
- computer supported collaboration
- user behavior
- rating matrix
- machine learning
- commercial games
- user feedback
- user interests
- prediction accuracy
- game engine
- pearson correlation coefficient
- game development
- recommendation algorithms