Content-Boosted Collaborative Filtering for Improved Recommendations.
Prem MelvilleRaymond J. MooneyRamadass NagarajanPublished in: AAAI/IAAI (2002)
Keyphrases
- collaborative filtering
- recommender systems
- user preferences
- making recommendations
- personalized recommendation
- collaborative filtering algorithms
- recommendation systems
- user interests
- recommendation quality
- user similarity
- content based filtering
- collaborative filtering recommendation
- matrix factorization
- cold start problem
- product recommendation
- user generated content
- cold start
- recommendation algorithms
- web personalization
- latent factor models
- online dating
- multimedia
- hybrid recommendation
- collaborative recommendation
- user ratings
- information filtering
- demographic information
- collaborative filtering recommender systems
- data sparsity
- random forests
- improved algorithm
- web content
- association rules