Graph Trend Filtering Networks for Recommendation.
Wenqi FanXiaorui LiuWei JinXiangyu ZhaoJiliang TangQing LiPublished in: SIGIR (2022)
Keyphrases
- heterogeneous social networks
- graph representation
- recommender systems
- small world
- graph theory
- social networks
- complex networks
- average degree
- graph model
- random walk
- information filtering
- user preferences
- network analysis
- dynamic networks
- collaborative filtering
- biological networks
- graph mining
- edge weights
- betweenness centrality
- structured data
- graph structures
- neural network
- overlapping communities
- highly connected
- connected components
- directed graph
- bipartite graph
- graph structure
- social network analysis
- directed edges
- graph matching
- citation networks
- clustering coefficient
- product recommendation
- community discovery
- graph partitioning
- fully connected
- weighted graph
- real world networks
- path length
- website
- directed acyclic graph
- graph theoretic
- recommendation systems
- filtering algorithm