Preference-based and local post-hoc explanations for recommender systems.
Léo BrunotNicolas CanovasAlexandre ChansonNicolas LabrocheWilleme VerdeauxPublished in: Inf. Syst. (2022)
Keyphrases
- post hoc
- recommender systems
- user preferences
- collaborative filtering
- matrix factorization
- cold start problem
- user profiles
- information overload
- user modeling
- generating explanations
- information filtering
- data sparsity
- cold start
- preference models
- trust aware
- active user
- case based problem solving
- genetic algorithm
- personalized recommendation
- recommendation systems
- user interests
- user feedback
- user behavior
- neural network
- preference relations
- causal models
- user context
- recommendation quality
- information systems
- artificial intelligence