Fuzzy-genetic approach to recommender systems based on a novel hybrid user model.
Mohammad Yahya H. Al-ShamriKamal Kant BharadwajPublished in: Expert Syst. Appl. (2008)
Keyphrases
- user model
- recommender systems
- user modeling
- user modelling
- collaborative filtering
- fuzzy sets
- user interests
- user profiles
- fuzzy rules
- adaptive systems
- domain independent
- fuzzy logic
- matrix factorization
- user interaction
- genetic algorithm
- individual user
- membership functions
- user interface
- user actions
- fuzzy clustering
- fuzzy numbers
- information overload
- neural network
- dialogue system
- personalized services
- information filtering
- user preferences
- recommendation quality
- advisory systems
- recommendation systems
- fuzzy controller
- information retrieval
- implicit feedback
- personalized recommendation
- user profiling
- fuzzy neural network
- cold start problem
- search engine
- artificial intelligence