Temporal Collaborative Filtering with Graph Convolutional Neural Networks.
Esther Rodrigo BonetDuc Minh NguyenNikos DeligiannisPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- collaborative filtering
- recommender systems
- convolutional network
- spatio temporal
- matrix factorization
- spatial and temporal
- graph model
- graph structure
- temporal reasoning
- temporal information
- directed graph
- graph representation
- random walk
- temporal databases
- structured data
- user preferences
- graph based algorithm
- temporal constraints
- weighted graph
- recommendation systems
- temporal evolution
- temporal relations
- face recognition
- temporal data
- temporal patterns
- bipartite graph
- connected components
- transfer learning
- similarity measure
- spanning tree
- undirected graph
- graph theoretic
- product recommendation
- user profiles
- making recommendations
- pearson correlation coefficient
- search engine
- probabilistic matrix factorization