Rank-Preference Consistency as the Appropriate Metric for Recommender Systems.
Tung D. NguyenJeffrey UhlmannPublished in: CoRR (2024)
Keyphrases
- recommender systems
- user preferences
- collaborative filtering
- preference learning
- personal preferences
- metric space
- user profiles
- cold start problem
- user interests
- evaluation metrics
- consistency checking
- user modeling
- matrix factorization
- distance measure
- similarity metric
- cold start
- user similarity
- individual preferences
- cp nets
- user profiling
- personalized recommendation
- information filtering
- user behavior
- implicit feedback
- recommendation algorithms
- soft constraints
- global constraints
- multi attribute
- distance metric
- distance function
- trust aware