Proceedings

Temporal Sequences of Qualitative Information: Reasoning about the Topology of Constant-Size Moving Regions

Quentin Cohen-Solal, Maroua Bouzid, Alexandre Niveau

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence

Main track. Pages 986-992.

https://doi.org/10.24963/ijcai.2017/137

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Abstract

Relying on the recently introduced multi-algebras, we present a general approach for reasoning about temporal sequences of qualitative information that is generally more efficient than existing techniques.

Applying our approach to the specific case of sequences of topological information about constant-size regions, we show that the resulting formalism has a complete procedure for deciding consistency, and we identify its three maximal tractable subclasses containing all basic relations.

Keywords

  • Knowledge Representation, Reasoning, and Logic: Geometric, Spatial, and Temporal Reasoning
  • Constraints and Satisfiability: Constraints and Satisfiability
  • Knowledge Representation, Reasoning, and Logic: Qualitative Reasoning
  • Knowledge Representation, Reasoning, and Logic: Tractable languages and knowledge compilation
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