Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation.
Zhoutian ShaoYuanning CuiWei HuPublished in: CoRR (2024)
Keyphrases
- knowledge representation
- knowledge base
- deductive reasoning
- reasoning process
- knowledge acquisition
- formal models
- background knowledge
- general knowledge
- starting point
- inductive learning
- probabilistic knowledge
- expert systems
- reasoning mechanism
- machine learning
- graph model
- procedural knowledge
- random walk
- domain knowledge
- incomplete knowledge
- commonsense knowledge
- knowledge about the world
- graphical representation
- graph representation
- production rules
- knowledge structures
- graph structure
- bipartite graph
- inductive logic programming
- directed graph
- data mining techniques
- description logics
- knowledge discovery