An Extended Collaborative Filtering-based Recommendation Procedure for Multimedia Contents in M-commerce.
Mee Yeon KangYoon Ho ChoJae Kyeong KimPublished in: ICEB (2004)
Keyphrases
- collaborative filtering
- multimedia content
- recommender systems
- recommendation systems
- multimedia
- multimedia data
- data sparsity
- matrix factorization
- user preferences
- copyright protection
- cold start problem
- recommendation algorithms
- cold start
- personalized recommendation
- digital content
- multimedia information retrieval
- product recommendation
- metadata
- database
- hybrid recommendation
- user ratings
- content delivery
- online dating
- latent factor models
- collaborative filtering algorithms
- content based filtering
- content based multimedia retrieval
- web page recommendation
- text search
- information filtering
- user behavior
- multimedia information
- social tagging systems
- mobile phone
- prediction accuracy
- item based collaborative filtering
- transfer learning
- mobile users