The Concept of Information Modeling in Interactive Intelligence Systems

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.

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Abstract

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.

Item Type: Article
Impact Factor: cited By 0
Uncontrolled Keywords: Decision making; Forecasting; Information services; Information theory; Optimization, Amount of information; Heuristic model; Information gradients; Information Modeling; Information networks; Interactive intelligences; Processed information; Statistical information, Intelligent computing
Depositing User: Ms Sharifah Fahimah Saiyed Yeop
Date Deposited: 27 Aug 2021 06:15
Last Modified: 27 Aug 2021 06:15
URI: http://scholars.utp.edu.my/id/eprint/24776

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