A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment
Cloud manufacturing (CMfg) is an innovative manufacturing paradigm in which geographically distributed various manufacturing resources are encapsulated into manufacturing services (MSs), and also these MSs can provide users with various services. Users can find and choose qualified MSs to form cliqu...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8371734/ |
| _version_ | 1828966503882424320 |
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| author | Ping Lou Liping Yuan Jiwei Hu Junwei Yan Jian Fu |
| author_facet | Ping Lou Liping Yuan Jiwei Hu Junwei Yan Jian Fu |
| author_sort | Ping Lou |
| collection | DOAJ |
| description | Cloud manufacturing (CMfg) is an innovative manufacturing paradigm in which geographically distributed various manufacturing resources are encapsulated into manufacturing services (MSs), and also these MSs can provide users with various services. Users can find and choose qualified MSs to form cliques to help them complete their manufacturing tasks via Internet. Trust makes cooperative endeavors happen. Hence, it is an important problem to evaluate the trustworthiness of MSs in CMfg. In this paper, we present a comprehensive assessment approach to evaluate the trustworthiness of a MS in CMfg. The approach evaluates a MS from both objective and subjective perspectives, named as credit assessment and reliability assessment, respectively. Multinomial logistic regression analysis is presented to assess the credit of a MS, while fuzzy analytic hierarchy process is used to assess its reliability. Finally, a case study is presented and the results show the comprehensive assessment approach is efficacious at the trustworthiness evaluation of a MS. |
| first_indexed | 2024-12-14T11:32:12Z |
| format | Article |
| id | doaj.art-e0969f62c4e2448eab9cda69aef162ed |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-14T11:32:12Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-e0969f62c4e2448eab9cda69aef162ed2022-12-21T23:03:14ZengIEEEIEEE Access2169-35362018-01-016308193082810.1109/ACCESS.2018.28376648371734A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing EnvironmentPing Lou0Liping Yuan1Jiwei Hu2Junwei Yan3https://orcid.org/0000-0003-4170-981XJian Fu4School of Information Engineering, Wuhan University of Technology, Wuhan, ChinaSchool of Information Engineering, Wuhan University of Technology, Wuhan, ChinaSchool of Information Engineering, Wuhan University of Technology, Wuhan, ChinaSchool of Information Engineering, Wuhan University of Technology, Wuhan, ChinaSchool of Automation, Wuhan University of Technology, Wuhan, ChinaCloud manufacturing (CMfg) is an innovative manufacturing paradigm in which geographically distributed various manufacturing resources are encapsulated into manufacturing services (MSs), and also these MSs can provide users with various services. Users can find and choose qualified MSs to form cliques to help them complete their manufacturing tasks via Internet. Trust makes cooperative endeavors happen. Hence, it is an important problem to evaluate the trustworthiness of MSs in CMfg. In this paper, we present a comprehensive assessment approach to evaluate the trustworthiness of a MS in CMfg. The approach evaluates a MS from both objective and subjective perspectives, named as credit assessment and reliability assessment, respectively. Multinomial logistic regression analysis is presented to assess the credit of a MS, while fuzzy analytic hierarchy process is used to assess its reliability. Finally, a case study is presented and the results show the comprehensive assessment approach is efficacious at the trustworthiness evaluation of a MS.https://ieeexplore.ieee.org/document/8371734/Cloud manufacturingtrust evaluationcredit assessmentreliability assessmentFAHPMLR |
| spellingShingle | Ping Lou Liping Yuan Jiwei Hu Junwei Yan Jian Fu A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment IEEE Access Cloud manufacturing trust evaluation credit assessment reliability assessment FAHP MLR |
| title | A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment |
| title_full | A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment |
| title_fullStr | A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment |
| title_full_unstemmed | A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment |
| title_short | A Comprehensive Assessment Approach to Evaluate the Trustworthiness of Manufacturing Services in Cloud Manufacturing Environment |
| title_sort | comprehensive assessment approach to evaluate the trustworthiness of manufacturing services in cloud manufacturing environment |
| topic | Cloud manufacturing trust evaluation credit assessment reliability assessment FAHP MLR |
| url | https://ieeexplore.ieee.org/document/8371734/ |
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