The Concept of Information Modeling in Interactive Intelligence Systems

A person�s daily life is a sequence of decisions made on the basis of a certain amount of information that he has from various sources, including his own experience. To make the right decision need to get the amount of information not below a given level. Information is distinguished not only by i...

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Main Authors: Sinitsyn, S., Panchenko, V., Kharchenko, V., Kovalev, A., Vasant, P.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.24776 /
Published: Springer 2020
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075642675&doi=10.1007%2f978-3-030-33585-4_25&partnerID=40&md5=dd6ac86385841f942ceadc7626ed5126
http://eprints.utp.edu.my/24776/
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spelling utp-eprints.247762021-08-27T06:15:13Z The Concept of Information Modeling in Interactive Intelligence Systems Sinitsyn, S. Panchenko, V. Kharchenko, V. Kovalev, A. Vasant, P. A person�s daily life is a sequence of decisions made on the basis of a certain amount of information that he has from various sources, including his own experience. To make the right decision need to get the amount of information not below a given level. Information is distinguished not only by its quantity, but also by the degree of heterogeneity, which does not allow its simple summation. Decisions made on the basis of available information are often wrong, and their consequences are negative. Different, including heuristic models are needed, which could calculate the consequences of the decisions taken and predict the result. Decisions are made within the confidential ranges, the values of which reflect the volume and quality of the processed information. A formulation of an optimization task that minimizes the likelihood of making the wrong decision is proposed. © 2020, Springer Nature Switzerland AG. Springer 2020 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075642675&doi=10.1007%2f978-3-030-33585-4_25&partnerID=40&md5=dd6ac86385841f942ceadc7626ed5126 Sinitsyn, S. and Panchenko, V. and Kharchenko, V. and Kovalev, A. and Vasant, P. (2020) The Concept of Information Modeling in Interactive Intelligence Systems. Advances in Intelligent Systems and Computing, 1072 . pp. 249-259. http://eprints.utp.edu.my/24776/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description A person�s daily life is a sequence of decisions made on the basis of a certain amount of information that he has from various sources, including his own experience. To make the right decision need to get the amount of information not below a given level. Information is distinguished not only by its quantity, but also by the degree of heterogeneity, which does not allow its simple summation. Decisions made on the basis of available information are often wrong, and their consequences are negative. Different, including heuristic models are needed, which could calculate the consequences of the decisions taken and predict the result. Decisions are made within the confidential ranges, the values of which reflect the volume and quality of the processed information. A formulation of an optimization task that minimizes the likelihood of making the wrong decision is proposed. © 2020, Springer Nature Switzerland AG.
format Article
author Sinitsyn, S.
Panchenko, V.
Kharchenko, V.
Kovalev, A.
Vasant, P.
spellingShingle Sinitsyn, S.
Panchenko, V.
Kharchenko, V.
Kovalev, A.
Vasant, P.
The Concept of Information Modeling in Interactive Intelligence Systems
author_sort Sinitsyn, S.
title The Concept of Information Modeling in Interactive Intelligence Systems
title_short The Concept of Information Modeling in Interactive Intelligence Systems
title_full The Concept of Information Modeling in Interactive Intelligence Systems
title_fullStr The Concept of Information Modeling in Interactive Intelligence Systems
title_full_unstemmed The Concept of Information Modeling in Interactive Intelligence Systems
title_sort concept of information modeling in interactive intelligence systems
publisher Springer
publishDate 2020
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075642675&doi=10.1007%2f978-3-030-33585-4_25&partnerID=40&md5=dd6ac86385841f942ceadc7626ed5126
http://eprints.utp.edu.my/24776/
_version_ 1741196866772533248
score 11.62408

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