Path-based reasoning with constrained type attention for knowledge graph completion.
Kai LeiJin ZhangYuexiang XieDesi WenDaoyuan ChenMin YangYing ShenPublished in: Neural Comput. Appl. (2020)
Keyphrases
- knowledge base
- knowledge representation
- domain knowledge
- reasoning process
- commonsense knowledge
- general knowledge
- reasoning mechanisms
- prior knowledge
- knowledge acquisition
- reasoning mechanism
- random walk
- knowledge processing
- knowledge sources
- domain experts
- knowledge based systems
- knowledge management
- expert systems
- qualitative physics
- temporal knowledge
- rule based reasoning
- incomplete knowledge
- reasoning engine
- inconsistent information
- probabilistic knowledge
- representing knowledge
- uncertain information
- production rules
- graph mining
- spectral clustering
- visual attention
- directed graph
- background knowledge
- case based reasoning