A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis
The Social Influence Group Decision Making (SIGDM) entails intricate intra and interpersonal exchanges among a group of experts as they endeavor to persuade others toward reaching a mutually agreed-upon solution. However, prevailing SIGDM approaches often overlook the critical aspect of visualizing...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/113378/ http://psasir.upm.edu.my/id/eprint/113378/1/113378.pdf |
| _version_ | 1848866205788536832 |
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| author | Kamis, Nor Hanimah Ahmad Shamudin, Nurul Atiqah Kilicman, Adem A. Kadir, Norhidayah Yusoff, Binyamin |
| author_facet | Kamis, Nor Hanimah Ahmad Shamudin, Nurul Atiqah Kilicman, Adem A. Kadir, Norhidayah Yusoff, Binyamin |
| author_sort | Kamis, Nor Hanimah |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The Social Influence Group Decision Making (SIGDM) entails intricate intra and interpersonal exchanges among a group of experts as they endeavor to persuade others toward reaching a mutually agreed-upon solution. However, prevailing SIGDM approaches often overlook the critical aspect of visualizing criteria interdependencies. This visual representation becomes crucial as it provides supplementary insights into analyzing the significance of criteria and their impacts within decision-making processes. In order to address the oversight of neglecting criteria interdependent relationships, we extend the similarity-influence-network algorithm by integrating a cause-effect visualization procedure inspired by the DEMATEL approach. Additionally, we introduce several supplementary steps to enhance the efficacy of existing methodologies. The proposed model not only fills a gap in the current methodology but also provides accuracy of influence representation by incorporating influence-based collective preferences. This hybrid approach stands as a valuable alternative decision-making tool, providing a comparative analysis of the related existing approaches. |
| first_indexed | 2025-11-15T14:16:54Z |
| format | Article |
| id | upm-113378 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:16:54Z |
| publishDate | 2024 |
| publisher | Penerbit UTM Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1133782024-11-22T03:42:54Z http://psasir.upm.edu.my/id/eprint/113378/ A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis Kamis, Nor Hanimah Ahmad Shamudin, Nurul Atiqah Kilicman, Adem A. Kadir, Norhidayah Yusoff, Binyamin The Social Influence Group Decision Making (SIGDM) entails intricate intra and interpersonal exchanges among a group of experts as they endeavor to persuade others toward reaching a mutually agreed-upon solution. However, prevailing SIGDM approaches often overlook the critical aspect of visualizing criteria interdependencies. This visual representation becomes crucial as it provides supplementary insights into analyzing the significance of criteria and their impacts within decision-making processes. In order to address the oversight of neglecting criteria interdependent relationships, we extend the similarity-influence-network algorithm by integrating a cause-effect visualization procedure inspired by the DEMATEL approach. Additionally, we introduce several supplementary steps to enhance the efficacy of existing methodologies. The proposed model not only fills a gap in the current methodology but also provides accuracy of influence representation by incorporating influence-based collective preferences. This hybrid approach stands as a valuable alternative decision-making tool, providing a comparative analysis of the related existing approaches. Penerbit UTM Press 2024 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/113378/1/113378.pdf Kamis, Nor Hanimah and Ahmad Shamudin, Nurul Atiqah and Kilicman, Adem and A. Kadir, Norhidayah and Yusoff, Binyamin (2024) A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis. Malaysian Journal of Fundamental and Applied Sciences, 20 (2). pp. 424-434. ISSN 2289-599X; eISSN: 2289-599X https://mjfas.utm.my/index.php/mjfas/article/view/3343 10.11113/mjfas.v20n2.3343 |
| spellingShingle | Kamis, Nor Hanimah Ahmad Shamudin, Nurul Atiqah Kilicman, Adem A. Kadir, Norhidayah Yusoff, Binyamin A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis |
| title | A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis |
| title_full | A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis |
| title_fullStr | A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis |
| title_full_unstemmed | A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis |
| title_short | A hybrid fuzzy approach of Similarity-Influence-Network and DEMATEL: visualization and analysis |
| title_sort | hybrid fuzzy approach of similarity-influence-network and dematel: visualization and analysis |
| url | http://psasir.upm.edu.my/id/eprint/113378/ http://psasir.upm.edu.my/id/eprint/113378/ http://psasir.upm.edu.my/id/eprint/113378/ http://psasir.upm.edu.my/id/eprint/113378/1/113378.pdf |