Digital Twins of Activities: Role of Information Actions

Geyda, Alexander; Fedorchenko, L.N.

doi:10.23919/fruct56874.2022.9953805

Cited by 6 publications

(2 citation statements)

References 33 publications

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“…The approach suggested in the article is based on a fundamental, predictive mathematical modeling approach to compute formal IQ measures based on the theory of system potential results already obtained. The approach further elaborates on concepts and models suggested in [21].…”

Section: State Of the Researchmentioning

confidence: 99%

Measuring Information Application for Activity in Systems Success

Geyda¹,

Derzhavin²

2023

Proceedings of the International Scientific Conference - Sinteza 2023

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This article discusses the problem of measuring information quality through the lenses of Solow's "information paradox" in economic theory, drawing insights from fields such as system science, cybernetics, complexity science, and action theory. The author's research focuses on the pragmatic facet of information quality, which examines the success of information application in human activity. The article argues that mathematical models of multi-level changes in varying conditions must be created to study the pragmatic aspects of information quality. The aim is to develop a formal representation and predictive explanation of information applications, which could lead to accurate predictions of the impact of information applications based on mathematical models. The complex nature of multi-level changes and cause-and-effect relationships in information-driven systems makes building these models challenging. The article highlights several interrelated research directions in this area.

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Section: State Of the Researchmentioning

confidence: 99%

Measuring Information Application for Activity in Systems Success

Geyda¹,

Derzhavin²

2023

Proceedings of the International Scientific Conference - Sinteza 2023

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“…Among existing mathematical formalisms are Informational Structures (IS) 13 and Informational Fields (IF) 14,15 which are declared as novel way to explain information use and to some extent, to explain the phenomena of conscience. These ideas were further developed 16 to suggest Integrated Information Theory 17 , Artificial Intelligence of Things (AIoT) 18 , actionable knowledge 19 and Digital Twins of Activity 20 . It is widely recognized that for modelling of information use it is required to put into the cornerstone 21 formal aspects of human action relations with information use 22 .…”

Section: Introductionmentioning

confidence: 99%

The method of information use schematization

Geyda

2023

International Conference on Digital Transformation: Informatics, Economics, and Education (DTIEE2023)

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The article provides a summary of existing concepts and methods for estimating the quality of information use in solving various problems. It is noted that there is a lack of mathematical models and frameworks to explain the measures of information quantity, quality, and information use in relation to human activity outcomes. The aim of the presented research is to suggest concepts and diagrammatic models for developing mathematical models of information use for technological and organizational systems, based on probabilistic activity models. The method of modeling suggested uses the concept of complex state and modeling of their transitions, including details about the possible elementary states and substates of the system, as well as the cause-and-effect relationships between those states and any measures that apply to them. The proposed diagrammatic models aim to close the gap between existing concepts and formalized actionable mathematical models and methods that can be used for discrete and organizational systems in the real world. The concepts of actionable knowledge and information value are highlighted as important concepts in today's knowledge-based economy, where organizations and individuals seek to gain a competitive advantage through the effective use of information and knowledge.

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Measures of Information Use Quality for Changing Activity Success in Agricultural Systems

Geyda

2023

Lecture Notes in Networks and Systems

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Digital Twins of Activities: Role of Information Actions

Cited by 6 publications

References 33 publications

Measuring Information Application for Activity in Systems Success

Measuring Information Application for Activity in Systems Success

The method of information use schematization

Measures of Information Use Quality for Changing Activity Success in Agricultural Systems

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