EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.
Namyong ParkFuchen LiuPurvanshi MehtaDana CristoforChristos FaloutsosYuxiao DongPublished in: CoRR (2022)
Keyphrases
- network structure
- temporal knowledge
- dynamic networks
- temporal reasoning
- event types
- temporal information
- small world
- real world networks
- random graph models
- formal representation
- temporal logic
- temporal patterns
- complex networks
- social networks
- network analysis
- temporal constraints
- first order logic
- link prediction
- representation language
- network size
- spatial reasoning
- conceptual modeling
- knowledge representation
- community structure
- community discovery
- reinforcement learning
- knowledge base
- machine learning