DEVELOPMENT OF METHODOLOGY FOR CREATING AN INTELLIGENT DECISION SUPPORT SYSTEM IN RESEARCH ON TECHNOLOGICAL INFORMATION DESIGN

This article introduces a method for knowledge selection and acquisition in specific domains, founded on mathematical, physical, and logical models crafted by an expert. The method, rooted in constructivist theory, aims to model the creation of repertory grids. These grids structure elements and concepts of the domain, along with evaluative scales provided by constructors. The method employs logical expressions to define the selection of technological solutions based on diverse criteria, facilitating systematic organization and formalization of decision-making processes. While promising for expert systems and artificial intelligence development, challenges include the method's need for high formalization and reliance on comprehensive knowledge bases. Nonetheless, its structured approach offers opportunities for adaptable systems in various contexts, warranting further exploration and application.

Authors

Institutions

Publication Details

Journal
Вестник КазАТК
Published
2024-08-20
DOI
https://doi.org/10.52167/1609-1817-2024-134-5-371-380
Primary Topic
Engineering Technology and Methodologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DEVELOPMENT OF METHODOLOGY FOR CREATING AN INTELLIGENT DECISION SUPPORT SYSTEM IN RESEARCH ON TECHNOLOGICAL INFORMATION DESIGN

Zhanat Umarova, Aliya Yegenova, Pernekul Kozhabekova, Meruyert Berdiyeva et al.
Вестник КазАТК
Engineering Technology and Methodologies
article

DEVELOPMENT OF METHODOLOGY FOR CREATING AN INTELLIGENT DECISION SUPPORT SYSTEM IN RESEARCH ON TECHNOLOGICAL INFORMATION DESIGN

Zhanat Umarova, Aliya Yegenova, Pernekul Kozhabekova, Meruyert Berdiyeva, Gulzhadra Tagay
article en

Abstract

This article introduces a method for knowledge selection and acquisition in specific domains, founded on mathematical, physical, and logical models crafted by an expert. The method, rooted in constructivist theory, aims to model the creation of repertory grids. These grids structure elements and concepts of the domain, along with evaluative scales provided by constructors. The method employs logical expressions to define the selection of technological solutions based on diverse criteria, facilitating systematic organization and formalization of decision-making processes. While promising for expert systems and artificial intelligence development, challenges include the method's need for high formalization and reliance on comprehensive knowledge bases. Nonetheless, its structured approach offers opportunities for adaptable systems in various contexts, warranting further exploration and application.

Вестник КазАТКVol. 134(5)
South Kazakhstan Medical Academy (KZ), M.Auezov South Kazakhstan State University (KZ)
Openalex Percentile: Top 68%
Engineering Technology and Methodologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.