SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation.
Shaowen PengKazunari SugiyamaTsunenori MinePublished in: CIKM (2022)
Keyphrases
- singular value decomposition
- recommender systems
- graph representation
- image processing
- collaborative filtering
- directed graph
- random walk
- graph matching
- bipartite graph
- graph construction
- structured data
- connected components
- spanning tree
- graph theory
- link analysis
- directed acyclic graph
- graph databases
- graph partitioning
- graph data
- user preferences
- convolution kernel