Logical Expressiveness of Graph Neural Network for Knowledge Graph Reasoning.
Haiquan QiuYongqi ZhangYong LiQuanming YaoPublished in: CoRR (2023)
Keyphrases
- neural network
- random walk
- knowledge base
- knowledge representation
- graph model
- pattern recognition
- graph theory
- structured data
- knowledge acquisition
- undirected graph
- graph representation
- directed graph
- graph structure
- weighted graph
- knowledge discovery
- reasoning process
- general knowledge
- probabilistic knowledge
- connected components
- artificial neural networks
- temporal knowledge
- incomplete knowledge
- logical reasoning
- spanning tree
- knowledge based systems
- case based reasoning
- query language
- domain knowledge
- prior knowledge
- artificial intelligence
- learning algorithm