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A Geometric Dynamic Temporal Reasoning Method with Tags for Cognitive Systems
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Author(s): Rui Xu (Beijing Institute of Technology, China), Zhaoyu Li (Beijing Institute of Technology, China), Pingyuan Cui (Beijing Institute of Technology, China), Shengying Zhu (Beijing Institute of Technology, China)and Ai Gao (Beijing Institute of Technology, China)
Copyright: 2020
Pages: 18
Source title:
Natural Language Processing: Concepts, Methodologies, Tools, and Applications
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-7998-0951-7.ch013
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Abstract
Temporal reasoning is one of the cognitive capabilities humans involve in communicating with others and everything appears related because of temporal reference. Therefore, in this paper a geometric dynamic temporal reasoning algorithm is proposed to solve the temporal reasoning problem, especially in autonomous planning and scheduling. This method is based on the representation of actions in a two dimensional coordination system. The main advantage of this method over others is that it uses tags to mark new constraints added into the constraint network, which leads the algorithm to deal with pending constraints rather than all constraints. This characteristic makes the algorithm suitable for temporal reasoning, where variables and constraints are always added dynamically. This algorithm can be used not only in intelligent planning, but also computational intelligence, real-time systems, and etc. The results show the efficiency of our algorithm from four cases simulating the planning and scheduling process.
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