The approach of granular computing and rough sets for identifying situations
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Date
2017
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Journal ISSN
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Publisher
Commission of Motorization and Energetics in Agriculture
Abstract
In the article are described problems related to creation and maintenance of situational awareness systems. The definitions of concepts of situation and its identification are
presented. An approach based on situational knowledge representation with ontological models is selected for attaining situational awareness in complex intelligent enterprise systems, where objects can be in several situations in the same time and
some situations are defined imprecisely. Granular computing approach is used for reduction of situational knowledge management complexity. In order to work with situation defined imprecisely, rough set approximations are proposed for situation
definition. The usage of mechanisms inherent to ontological modeling for situation representation and reasoning about them are also discussed.
Description
Keywords
situation, situational awareness system, ontology, situational assessment, granular computing, rough sets theory
Citation
Burov Ye. The approach of granular computing and rough sets for identifying situations / Ye. Burov, K. Mykich // Econtechmod : an international quarterly journal on economics in technology, new technologies and modelling processes. – Lublin ; Rzeszow, 2017. – Volum 6, number 2. – P. 45–50. – Bibliography: 20 titles.