Connecting users and items with weighted tags for personalized item recommendations.
Huizhi LiangYue XuYuefeng LiRichi NayakXiaohui TaoPublished in: HT (2010)
Keyphrases
- personalized recommender systems
- active user
- personalized recommendation
- recommender systems
- item recommendation
- social tags
- personal preferences
- providing personalized
- user profiles
- collaborative filtering
- social bookmarking
- making recommendations
- tag recommendation
- cold start problem
- recommendation algorithms
- user ratings
- social tagging systems
- user feedback
- user preferences
- cold start
- recommendation systems
- collaborative tagging
- user centric
- matrix factorization
- user oriented
- individual user
- user specific
- photo sharing
- product recommendation
- social tagging
- tag information
- latent factor models
- collaborative recommendation
- social media
- user model
- collaborative tagging systems
- personalized information
- web content
- user interface
- e learning
- user generated
- tagging systems
- content based filtering
- tag clouds
- semantically enhanced
- user activity
- social web
- user modeling
- hybrid recommendation
- information overload