Reasoning the spatiotemporal relations between time evolving indeterminate regions

Authors:
Lei Bao;Xiao-Lin Qin;Jun Zhang;Qi-Yuan Li
Affiliations:
College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing;College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing;College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing;College of Electronics Engineering, Navy University of Engineering, Wuhan
Venue:
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Year:
2005

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Abstract

Temporal and spatial reasoning are two important parts of Artificial Intelligence and they have important applications in the fields of GIS (geographic information system), Spatiotemporal Database, CAD/CAM etc. The development of temporal reasoning and spatial reasoning includes three aspects: Ontology, representation models and reasoning methods. This paper checks the correspondence between spatiotemporal relations and the 3D topological relations and presents a relation analysis model for indeterminate evolving 2D regions. It extends the 2D Egg/Yolk model into the third dimension that can describe the approximate topological relations for indeterminate evolving regions. The result is a collection of relation clusters that have different spatiotemporal natures.