Breaking Isolation: Multimodal Graph Fusion for Multimedia Recommendation by Edge-wise Modulation.
Feiyu ChenJunjie WangYinwei WeiHai-Tao ZhengJie ShaoPublished in: ACM Multimedia (2022)
Keyphrases
- multimedia
- weighted graph
- undirected graph
- disjoint paths
- multimodal fusion
- recommender systems
- graph representation
- vertex set
- random walk
- edge weights
- graph structure
- edge information
- multimedia content
- bipartite graph
- audio visual
- multi modal
- collaborative filtering
- music retrieval
- fusion method
- multimedia databases
- metadata
- pairwise
- directed graph
- data fusion
- graph theoretic
- graph matching
- multimodal interaction
- digital libraries
- recommendation systems
- graph model
- multimedia data
- multi sensor
- edge detection
- multiple modalities
- multimodal biometrics
- learning environment
- multimedia information
- search engine
- heterogeneous social networks
- connected components
- graph theory
- information fusion
- multimedia documents
- personalized recommendation
- video data
- structured data
- social network analysis
- cultural heritage
- strongly connected
- video sequences
- edge detector