Joint semantics and data-driven path representation for knowledge graph reasoning.
Guanglin NiuBo LiYongfei ZhangYongpan ShengChuan ShiJingyang LiShiliang PuPublished in: Neurocomputing (2022)
Keyphrases
- data driven
- reasoning mechanisms
- graphical representation
- representing knowledge
- knowledge representation
- knowledge base
- logical rules
- conceptual graphs
- graph representation
- formal representation
- semantic information
- conceptual model
- reasoning mechanism
- relational structures
- uncertain information
- representation language
- domain knowledge
- knowledge acquisition
- logical formulas
- graph model
- probabilistic knowledge
- ontological reasoning
- general knowledge
- reasoning process
- conceptual representation
- knowledge structures
- qualitative models
- logic programming
- default reasoning
- knowledge management
- open world
- deductive reasoning
- expert systems
- solution path
- graph properties
- machine processable
- default rules
- owl ontologies
- semantic representation
- production rules
- graph structure
- domain experts
- shortest path
- case based reasoning
- data model
- bayesian networks