SVDFeature: a toolkit for feature-based collaborative filtering.
Tianqi ChenWeinan ZhangQiuxia LuKailong ChenZhao ZhengYong YuPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- recommendation systems
- information filtering
- pearson correlation coefficient
- maximum margin matrix factorization
- user preferences
- image features
- deal with information overload
- artificial intelligence
- user interests
- information retrieval
- recommendation algorithms
- personalized recommendation
- user ratings
- database
- data sets
- web page recommendation
- databases
- making recommendations
- collaborative filtering algorithms
- cold start problem
- real world
- text classification
- multi agent
- expert systems
- user profiles