eprintid: 14054
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/01/40/54
datestamp: 2023-11-10 03:28:37
lastmod: 2023-11-10 03:28:37
status_changed: 2023-11-10 01:52:37
type: article
metadata_visibility: show
creators_name: Sinitsyn, S.
creators_name: Panchenko, V.
creators_name: Kharchenko, V.
creators_name: Kovalev, A.
creators_name: Vasant, P.
title: The Concept of Information Modeling in Interactive Intelligence Systems
ispublished: pub
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
note: cited By 0; Conference of 2nd International Conference on Intelligent Computing and Optimization, ICO 2019 ; Conference Date: 3 October 2019 Through 4 October 2019; Conference Code:233709
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.
date: 2020
publisher: Springer
official_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
id_number: 10.1007/978-3-030-33585-4₂₅
full_text_status: none
publication: Advances in Intelligent Systems and Computing
volume: 1072
pagerange: 249-259
refereed: TRUE
isbn: 9783030335847
issn: 21945357
citation:   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.  ISSN 21945357