Conflict Detection for Temporal Knowledge Graphs: A Fast Constraint Mining Algorithm and New Benchmarks.
Jianhao ChenJunyang RenWentao DingHaoyuan OuyangWei HuYuzhong QuPublished in: CoRR (2023)
Keyphrases
- mining algorithm
- temporal knowledge
- conflict detection
- graph databases
- temporal reasoning
- temporal information
- pattern mining
- frequent subgraphs
- temporal logic
- association rules
- formal representation
- frequent patterns
- temporal constraints
- sequential patterns
- itemsets
- association rule mining
- frequent itemsets
- first order logic
- graph mining
- tree structure
- data mining algorithms
- representation language
- pruning strategy
- temporal patterns
- machine learning
- artificial intelligence
- conceptual modeling
- graph data
- qualitative and quantitative
- knowledge discovery
- reinforcement learning
- spatial information
- data mining