Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference.
Guanglin NiuBo LiYongfei ZhangYongpan ShengChuan ShiJingyang LiShiliang PuPublished in: CoRR (2020)
Keyphrases
- data driven
- representing knowledge
- graphical representation
- graph representation
- knowledge base
- conceptual graphs
- relational structures
- reasoning mechanisms
- knowledge representation
- formal representation
- inference process
- domain knowledge
- semantic representation
- machine processable
- highly expressive
- solution path
- logic programming
- expert systems
- bayesian inference
- shortest path
- knowledge acquisition
- knowledge discovery
- prior knowledge
- graph model
- graph theoretic
- formal semantics
- graph theory
- bipartite graph
- belief networks
- inference mechanism
- random walk
- knowledge based systems
- knowledge representation languages