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A graphical representation for uncertain and incomplete temporal knowledge

Ma, Jixin, Knight, Brian, Petridis, Miltos and Bai, Xiao (2010) A graphical representation for uncertain and incomplete temporal knowledge. In: 2010 Second WRI Global Congress on Intelligent Systems. IEEE Conference Publications, 1 . IEEE Computer Society, Los Alamitos, CA, USA, pp. 117-120. ISBN 9781424492473 (doi:10.1109/GCIS.2010.219)

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Official URL: http://dx.doi.org/10.1109/GCIS.2010.219

Abstract

Complete and absolute temporal knowledge is usually not always available for many knowledge based systems, notably in the domain of artificial intelligence. Based on a time theory that takes both points and intervals as primitive, this paper introduces a graphical representation for uncertain and incomplete temporal knowledge, which allows logical expressions of both absolute and relative temporal relations, including both logical conjunctions and disjunctions. The consistency of any given collection of uncertain and incomplete temporal knowledge depends on if there is at one temporal scenario that is temporal consistent, where a consistency checker for temporal scenarios is provided.

Item Type: Conference Proceedings
Title of Proceedings: 2010 Second WRI Global Congress on Intelligent Systems
Additional Information: [1] This paper was presented at the 2010 Second WRI Global Congress on Intelligent Systems (GCIS 2010), held 16-17 December 2010, Wuhan, China. [2] The paper is published in Volume 1 of the Proceedings in the Case-Based and Temporal Reasoning section. [3] INSPEC Accession Number: 11806160
Uncontrolled Keywords: temporal knowledge, uncertainty, incompleteness, cognition, computers, finite element methods, knowledge based systems, sufficient conditions
Subjects: Q Science > QA Mathematics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
School / Department / Research Groups: School of Computing & Mathematical Sciences
School of Computing & Mathematical Sciences > Department of Computer Systems Technology
School of Computing & Mathematical Sciences > Department of Mathematical Sciences
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Last Modified: 10 May 2013 10:13
URI: http://gala.gre.ac.uk/id/eprint/4368

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