LFGCF: Light Folksonomy Graph Collaborative Filtering for Tag-Aware Recommendation.
Yin ZhangCan XuXianJun WuYan ZhangLiGang DongWeigang WangPublished in: CoRR (2022)
Keyphrases
- collaborative filtering
- social tagging systems
- recommender systems
- tag recommendation
- matrix factorization
- recommendation systems
- user based collaborative filtering
- collaborative tagging
- cold start
- web page recommendation
- item recommendation
- social tagging
- data sparsity
- user preferences
- random walk
- online dating
- personalized recommendation
- recommendation algorithms
- graph representation
- user profiles
- graph theory
- collaborative filtering recommendation
- tagging systems
- information filtering
- making recommendations
- transfer learning
- directed graph
- cold start problem
- user interests
- bipartite graph
- recommendation quality
- learning resources
- graph structure
- web resources
- structured data
- user ratings
- hybrid recommendation