Predicting the ratings of multimedia items for making personalized recommendations.
Rani QumsiyehYiu-Kai NgPublished in: SIGIR (2012)
Keyphrases
- personalized recommendation
- multimedia
- collaborative filtering
- recommender systems
- user interests
- user feedback
- collaborative filtering recommendation
- user preferences
- web users
- collaborative filtering recommender systems
- user profiling
- cold start problem
- recommendation algorithms
- implicit feedback
- recommendation systems
- information overload
- cold start
- metadata
- machine learning
- multimedia data
- knowledge discovery
- filtering algorithm
- digital libraries