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Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains

Digital enterprises and their networks increasingly rely on advanced decision-making capabilities, however, development of decision-making models requires significant effort and is often performed independently of other digitalization activities. Additionally, dynamic nature of many decision-making...

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Detalles Bibliográficos
Autor principal: Grabis, Jānis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254545/
http://dx.doi.org/10.1007/978-3-030-49418-6_20
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author Grabis, Jānis
author_facet Grabis, Jānis
author_sort Grabis, Jānis
collection PubMed
description Digital enterprises and their networks increasingly rely on advanced decision-making capabilities, however, development of decision-making models requires significant effort and is often performed independently of other digitalization activities. Additionally, dynamic nature of many decision-making problems requires rapid ramp-up of decision-making capabilities. To addresses these challenges, this position paper proposes to elaborate a method for integrated on-demand decision modeling. The method combines mathematical programming and data analytics models to create case specific models on the basis of generic decision-making models. The integrated model and its data supply pipelines are configured using enterprise models allowing for consistent and rapid model deployment. The integrated model is intended for the trusted ICT supply chain configuration problem though it can be used for solving various types of decision-making problems. The main expected results are formulation of the new type decision-making model and the method for on-demand configuration of such models.
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spelling pubmed-72545452020-05-28 Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains Grabis, Jānis Enterprise, Business-Process and Information Systems Modeling Article Digital enterprises and their networks increasingly rely on advanced decision-making capabilities, however, development of decision-making models requires significant effort and is often performed independently of other digitalization activities. Additionally, dynamic nature of many decision-making problems requires rapid ramp-up of decision-making capabilities. To addresses these challenges, this position paper proposes to elaborate a method for integrated on-demand decision modeling. The method combines mathematical programming and data analytics models to create case specific models on the basis of generic decision-making models. The integrated model and its data supply pipelines are configured using enterprise models allowing for consistent and rapid model deployment. The integrated model is intended for the trusted ICT supply chain configuration problem though it can be used for solving various types of decision-making problems. The main expected results are formulation of the new type decision-making model and the method for on-demand configuration of such models. 2020-05-05 /pmc/articles/PMC7254545/ http://dx.doi.org/10.1007/978-3-030-49418-6_20 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Grabis, Jānis
Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains
title Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains
title_full Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains
title_fullStr Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains
title_full_unstemmed Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains
title_short Integrated On-demand Modeling for Configuration of Trusted ICT Supply Chains
title_sort integrated on-demand modeling for configuration of trusted ict supply chains
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254545/
http://dx.doi.org/10.1007/978-3-030-49418-6_20
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