MODELLING HUMAN REASONING IN INTELLIGENT DECISION SUPPORT SYSTEMS

V. N. Vagin; A. P. Yeremeyev

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Paper

MODELLING HUMAN REASONING IN INTELLIGENT DECISION SUPPORT SYSTEMS

Topics: Verification and Validation of Knowledge-Based Systems

In Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS, 277-282, 2007 , Funchal, Madeira, Portugal

Authors: V. N. Vagin and A. P. Yeremeyev

Affiliation: Moscow Power Engineering Institute, Russian Federation

Keyword(s): Reasoning by analogy, intelligent decision support system, structural analogy, generalization, rough set.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Verification and Validation of Knowledge-Based Systems

Abstract: Methods of analogy-based solution searches in intelligent decision support systems are considered. The special attention is drawn to methods based on a structural analogy that use the analogy of properties and relations and take the context into account. Besides the problem of concept generalization is viewed. Several algorithms based on the rough set theory are compared and the possibility to use them for generalization of data stored in real-world databases is tested.

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Paper citation in several formats:

N. Vagin, V. and P. Yeremeyev, A. (2007). MODELLING HUMAN REASONING IN INTELLIGENT DECISION SUPPORT SYSTEMS. In Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-972-8865-89-4; ISSN 2184-4992, SciTePress, pages 277-282. DOI: 10.5220/0002355502770282

@conference{iceis07,
author={V. {N. Vagin}. and A. {P. Yeremeyev}.},
title={MODELLING HUMAN REASONING IN INTELLIGENT DECISION SUPPORT SYSTEMS},
booktitle={Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2007},
pages={277-282},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002355502770282},
isbn={978-972-8865-89-4},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - MODELLING HUMAN REASONING IN INTELLIGENT DECISION SUPPORT SYSTEMS
SN - 978-972-8865-89-4
IS - 2184-4992
AU - N. Vagin, V.
AU - P. Yeremeyev, A.
PY - 2007
SP - 277
EP - 282
DO - 10.5220/0002355502770282
PB - SciTePress