The Simpson's Paradox in the Offline Evaluation of Recommendation Systems.
Amir Hossein JadidinejadCraig MacdonaldIadh OunisPublished in: CoRR (2021)
Keyphrases
- recommendation systems
- collaborative filtering
- user preferences
- recommender systems
- recommendation quality
- user modeling
- user feedback
- collaborative filtering recommendation algorithm
- web search
- search engine
- information retrieval
- web personalization
- social recommendation
- relevance feedback
- image retrieval
- website
- recommendation algorithms
- personalized recommendation
- data mining