Proceedings of the Vth International workshop "Critical infrastructures: Contingency management, Intelligent, Agent-based, Cloud computing and Cyber security" (IWCI 2018)

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Cognitive Categorization in Hierarchical Systems under Situational Control

Authors
Alexander Fridman
Corresponding Author
Alexander Fridman
Available Online August 2018.
DOI
10.2991/iwci-18.2018.8How to use a DOI?
Keywords
cognitive categorization, conceptual space, situational approach, hierarchical system, situation awareness
Abstract

Methods of cognitive multicriteria classification, generalization of description and coordination of situations in hierarchical subject domains are developed. The methods consider prototypical effects and degrees of typicality of members according to semantic similarity measures of categories modeled in conceptual spaces. This approach also concretizes the notion of situation awareness for the proposed domain model, which allows to increase flexibility of classification and its robustness to data inaccuracy, as well as the speed of search for precedents.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the Vth International workshop "Critical infrastructures: Contingency management, Intelligent, Agent-based, Cloud computing and Cyber security" (IWCI 2018)
Series
Advances in Intelligent Systems Research
Publication Date
August 2018
ISBN
10.2991/iwci-18.2018.8
ISSN
1951-6851
DOI
10.2991/iwci-18.2018.8How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Alexander Fridman
PY  - 2018/08
DA  - 2018/08
TI  - Cognitive Categorization in Hierarchical Systems under Situational Control
BT  - Proceedings of the Vth International workshop "Critical infrastructures: Contingency management, Intelligent, Agent-based, Cloud computing and Cyber security" (IWCI 2018)
PB  - Atlantis Press
SP  - 43
EP  - 50
SN  - 1951-6851
UR  - https://doi.org/10.2991/iwci-18.2018.8
DO  - 10.2991/iwci-18.2018.8
ID  - Fridman2018/08
ER  -