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Knowledge Representation

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Knowledge Representation

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Research Frontiers in Temporal Knowledge Representation and Reasoning

Formal methods for representing, querying, and reasoning about events and facts that change over time within knowledge systems.

Causality Inference in Streaming Knowledge Graphs
Temporal Abstraction and Hierarchical Event Decomposition
Non-Monotonic Reasoning Across Evolving Knowledge States
Grounding Temporal Logic in Multimodal Sequences
Interval Semantics and Granularity Negotiation in KRR
Counterfactual Temporal Reasoning Under Uncertainty
Narrative Dynamics and Plot Structure Representation
Temporal Constraints in Heterogeneous Knowledge Networks
Predictive Reasoning with Incomplete Historical Data
Diachronic Semantics and Word Meaning Evolution

All Knowledge Representation PhD categories