AutoGCF: Personalized Aggregation on Neural Graph Collaborative Filtering.
Xiaohu YouChi LiJianwei XuMi ZhangPublished in: ICASSP (2023)
Keyphrases
- collaborative filtering
- personalized recommendation
- user profiles
- recommender systems
- context aware recommendation
- graph theory
- product recommendation
- matrix factorization
- connected components
- information filtering
- directed graph
- network architecture
- graph representation
- graph structure
- weighted graph
- neural network
- graph databases
- random walk
- deal with information overload
- user specific
- user modeling
- graph model
- bipartite graph
- structured data
- user preferences
- making recommendations
- data sparsity
- directed acyclic graph
- aggregation operators
- data aggregation
- graph theoretic
- bio inspired
- user model
- context aware
- e learning
- web pages