Heuristic-Driven, Type-Specific Embedding in Parallel Spaces for Enhancing Knowledge Graph Reasoning.
Yao LiuYongfei ZhangXin WangShan YangPublished in: ICASSP (2024)
Keyphrases
- knowledge base
- knowledge representation
- domain knowledge
- depth first search
- reasoning process
- domain specific
- deductive reasoning
- prior knowledge
- knowledge acquisition
- incomplete knowledge
- general knowledge
- knowledge management
- graph embedding
- parallel processing
- reasoning mechanism
- procedural knowledge
- uncertain information
- optimal solution
- graph theory
- higher level
- knowledge discovery
- dynamic programming
- expert systems
- graph representation
- bipartite graph
- structured data
- random walk
- graph search
- formal models
- model based reasoning
- knowledge based systems
- reasoning mechanisms
- commonsense knowledge
- search algorithm