Building Discriminative User Profiles for Large-scale Content Recommendation.
Erheng ZhongNathan LiuYue ShiSuju RajanPublished in: KDD (2015)
Keyphrases
- user profiles
- web personalization
- user interests
- recommender systems
- information filtering
- user profiling
- user preferences
- collaborative filtering
- personalized information
- personalized services
- personal interests
- user feedback
- user modeling
- personalized recommendation
- tv programs
- user based collaborative filtering
- collective knowledge
- music recommendation
- web mining
- content based filtering
- news items
- user generated content
- personalized search
- user generated
- personal preferences
- user model
- recommendation systems
- web content
- web users
- recommendation algorithms
- recommendation quality
- providing personalized
- co occurrence
- user behavior
- social relations
- data sparsity