The Browsemaps: Collaborative Filtering at LinkedIn.
Lili WuSam ShahSean ChoiMitul TiwariChristian PossePublished in: RSWeb@RecSys (2014)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- user generated content
- social networks
- social networking sites
- user preferences
- making recommendations
- social networking
- social web
- content based filtering
- user profiles
- user ratings
- personalized recommendation
- collaborative filtering recommendation
- deal with information overload
- recommendation algorithms
- recommendation systems
- information filtering
- data sets
- cold start
- cold start problem
- product recommendation
- neighbor selection
- transfer learning
- pearson correlation coefficient
- artificial intelligence
- web page recommendation
- databases