White Box: On the Prediction of Collaborative Filtering Recommendation Systems' Performance.
Iulia PaunYashar MoshfeghiNikos NtarmosPublished in: ACM Trans. Internet Techn. (2023)
Keyphrases
- recommendation systems
- collaborative filtering
- white box
- black box
- recommender systems
- recommendation quality
- matrix factorization
- user preferences
- prediction accuracy
- user modeling
- collaborative filtering recommendation algorithm
- social recommendation
- data sparsity
- recommendation algorithms
- user feedback
- web personalization
- source code
- prediction algorithm
- learning to rank
- personalized recommendation
- tag recommendation
- user profiles
- search engine
- link prediction
- user ratings
- test data
- user similarity
- web search
- case study