Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations.
Shuhui JiangXueming QianJialie ShenYun FuTao MeiPublished in: IEEE Trans. Multim. (2015)
Keyphrases
- personalized recommendation
- collaborative filtering
- collaborative recommendation
- user preferences
- recommender systems
- user profiles
- product recommendation
- making recommendations
- recommendation systems
- user specific
- cold start problem
- user interests
- interval estimation
- collaborative filtering recommendation
- information filtering
- matrix factorization
- recommendation algorithms
- user modeling
- user profiling
- context aware recommendation
- recommendation quality
- collaborative filtering algorithms
- cold start
- data sparsity
- spreading activation
- online dating
- user behavior
- content based filtering
- collaborative filtering recommender systems
- user feedback
- information overload
- user similarity
- hybrid recommendation
- social tags
- user ratings
- personal preferences
- providing personalized
- user model
- probabilistic matrix factorization
- context aware
- personalized services
- movie recommendation
- demographic information
- user generated
- implicit feedback
- web personalization
- e learning
- personalized information
- social tagging systems
- deal with information overload