TAGAT: Type-Aware Graph Attention neTworks for reasoning over knowledge graphs.
Yuzhuo WangHongzhi WangJunwei HeWenbo LuShuolin GaoPublished in: Knowl. Based Syst. (2021)
Keyphrases
- graph structure
- knowledge base
- graph representation
- graph theoretic
- knowledge representation
- graph theory
- graph structures
- average degree
- community discovery
- graph theoretical
- weighted graph
- edge weights
- highly connected
- graph matching
- domain knowledge
- small world
- reasoning process
- graph databases
- directed graph
- graph properties
- graph partitioning
- dynamic networks
- fully connected
- real world graphs
- expert systems
- complex networks
- graph model
- graph data
- labeled graphs
- subgraph isomorphism
- graph mining
- social graphs
- bipartite graph
- series parallel
- betweenness centrality
- random graphs
- graph classification
- graph representations
- reasoning mechanisms
- spanning tree
- undirected graph
- adjacency matrix
- graph layout
- graph search
- reachability queries
- graph kernels
- structural pattern recognition
- graph isomorphism
- deductive reasoning
- logical formulas
- degree distribution
- graph construction
- graphical representation
- random walk