Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems
Enterprise resource planning systems by facilitation and integration of organizations’ operations as well as leveraging the organization's operations and business activities has become an important competitive advantage for organizations. Although the appropriate choose of an ERP system can gre...
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doaj-82f01f32b1dd47ec95dbf883d38983eb2020-11-24T21:14:25ZfasUniversity of TehranJournal of Information Technology Management 2008-58932423-50592017-06-019221723610.22059/jitm.2017.6141961419Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP SystemsMohammad Sabet Motlagh0Seyed Ali Ayazi1PhD Candidate in Management, Faculty of Management and Accounting, Allame Tabataba’i University, Tehran, IranPhD Candidate in Management, Faculty of Management and Accounting, Allame Tabataba’i University, Tehran, IranEnterprise resource planning systems by facilitation and integration of organizations’ operations as well as leveraging the organization's operations and business activities has become an important competitive advantage for organizations. Although the appropriate choose of an ERP system can greatly contribute to the success of the organization, inappropriate selection of ERP also can lead to irreparable damages and costs. Therefore, in this study we have tried to use a multi-attribute decision-making model to evaluate and select the most appropriate ERP system. Since decision makers turn to “uncertain preferences” to evaluate the criteria and alternatives, applying Rough Set and the Gray Set theories in the context of multi-attribute decision-making models seems more logical and consistent. The findings indicate that the “total cost” a sub-criteria of product characteristics and “system technical capabilities” a sub-criteria of system requirements are the most significant criteria and the “A6” is the most significant alternative.https://jitm.ut.ac.ir/article_61419_6b4cb56ca140852845edbbfd3e388edb.pdfEnterprise resource planningGray Analytic Hierarchy ProcessGray VikorGrey set theoryRough set theory |
collection |
DOAJ |
language |
fas |
format |
Article |
sources |
DOAJ |
author |
Mohammad Sabet Motlagh Seyed Ali Ayazi |
spellingShingle |
Mohammad Sabet Motlagh Seyed Ali Ayazi Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems Journal of Information Technology Management Enterprise resource planning Gray Analytic Hierarchy Process Gray Vikor Grey set theory Rough set theory |
author_facet |
Mohammad Sabet Motlagh Seyed Ali Ayazi |
author_sort |
Mohammad Sabet Motlagh |
title |
Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems |
title_short |
Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems |
title_full |
Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems |
title_fullStr |
Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems |
title_full_unstemmed |
Applying Rough Set Theory and Grey Theory in Multi-attribute Decision Making Methods for the Evaluation and Selection of ERP Systems |
title_sort |
applying rough set theory and grey theory in multi-attribute decision making methods for the evaluation and selection of erp systems |
publisher |
University of Tehran |
series |
Journal of Information Technology Management |
issn |
2008-5893 2423-5059 |
publishDate |
2017-06-01 |
description |
Enterprise resource planning systems by facilitation and integration of organizations’ operations as well as leveraging the organization's operations and business activities has become an important competitive advantage for organizations. Although the appropriate choose of an ERP system can greatly contribute to the success of the organization, inappropriate selection of ERP also can lead to irreparable damages and costs. Therefore, in this study we have tried to use a multi-attribute decision-making model to evaluate and select the most appropriate ERP system. Since decision makers turn to “uncertain preferences” to evaluate the criteria and alternatives, applying Rough Set and the Gray Set theories in the context of multi-attribute decision-making models seems more logical and consistent. The findings indicate that the “total cost” a sub-criteria of product characteristics and “system technical capabilities” a sub-criteria of system requirements are the most significant criteria and the “A6” is the most significant alternative. |
topic |
Enterprise resource planning Gray Analytic Hierarchy Process Gray Vikor Grey set theory Rough set theory |
url |
https://jitm.ut.ac.ir/article_61419_6b4cb56ca140852845edbbfd3e388edb.pdf |
work_keys_str_mv |
AT mohammadsabetmotlagh applyingroughsettheoryandgreytheoryinmultiattributedecisionmakingmethodsfortheevaluationandselectionoferpsystems AT seyedaliayazi applyingroughsettheoryandgreytheoryinmultiattributedecisionmakingmethodsfortheevaluationandselectionoferpsystems |
_version_ |
1716747289230311425 |