A hybrid content-based and item-based collaborative filtering approach to recommend TV programs enhanced with singular value decomposition.
Ana Belén Barragáns-MartínezEnrique Costa-MontenegroJuan C. Burguillo-RialMarta Rey-LópezFernando A. Mikic-FonteAna Peleteiro-RamalloPublished in: Inf. Sci. (2010)
Keyphrases
- singular value decomposition
- tv programs
- item based collaborative filtering
- singular values
- cross media
- collaborative filtering
- least squares
- image retrieval
- principal component analysis
- dimensionality reduction
- cold start problem
- multimedia
- recommender systems
- user profiles
- social media
- data mining
- web search
- web content
- feature space
- natural language processing
- relevance feedback
- metadata
- social networks