Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation
Large-scale group decision-making (LSGDM) has become common in the new era of technology development involving a large number of experts. Recently, in the use of social network analysis (SNA), the community detection method has been highlighted by researchers as a useful method in handling the compl...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40629/1/Large-scale%20group%20decision-making%20method%20using%20hesitant%20fuzzy%20rule.pdf |
| _version_ | 1796996281112985600 |
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| author | Abdul Malek, Yaakob Shahira, Shafie Gegov, Alexander Siti Fatimah, Abdul Rahman Ku Muhammad Naim, Ku Khalif |
| author_facet | Abdul Malek, Yaakob Shahira, Shafie Gegov, Alexander Siti Fatimah, Abdul Rahman Ku Muhammad Naim, Ku Khalif |
| author_sort | Abdul Malek, Yaakob |
| collection | UMP |
| description | Large-scale group decision-making (LSGDM) has become common in the new era of technology development involving a large number of experts. Recently, in the use of social network analysis (SNA), the community detection method has been highlighted by researchers as a useful method in handling the complexity of LSGDM. However, it is still challenging to deal with the reliability and hesitancy of information as well as the interpretability of the method. For this reason, we introduce a new approach of a Z-hesitant fuzzy network with the community detection method being put into practice for stock selection. The proposed approach was subsequently compared to an established approach in order to evaluate its applicability and efficacy. |
| first_indexed | 2024-04-09T03:52:00Z |
| format | Article |
| id | UMPir40629 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-04-09T03:52:00Z |
| publishDate | 2023 |
| publisher | MDPI AG |
| record_format | dspace |
| spelling | UMPir406292024-03-07T07:18:23Z http://umpir.ump.edu.my/id/eprint/40629/ Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation Abdul Malek, Yaakob Shahira, Shafie Gegov, Alexander Siti Fatimah, Abdul Rahman Ku Muhammad Naim, Ku Khalif QA Mathematics QA75 Electronic computers. Computer science Large-scale group decision-making (LSGDM) has become common in the new era of technology development involving a large number of experts. Recently, in the use of social network analysis (SNA), the community detection method has been highlighted by researchers as a useful method in handling the complexity of LSGDM. However, it is still challenging to deal with the reliability and hesitancy of information as well as the interpretability of the method. For this reason, we introduce a new approach of a Z-hesitant fuzzy network with the community detection method being put into practice for stock selection. The proposed approach was subsequently compared to an established approach in order to evaluate its applicability and efficacy. MDPI AG 2023-10 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/40629/1/Large-scale%20group%20decision-making%20method%20using%20hesitant%20fuzzy%20rule.pdf Abdul Malek, Yaakob and Shahira, Shafie and Gegov, Alexander and Siti Fatimah, Abdul Rahman and Ku Muhammad Naim, Ku Khalif (2023) Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation. Information, 14 (11) (588). pp. 1-18. ISSN 2078-2489. (Published) https://doi.org/10.3390/info14110588 https://doi.org/10.3390/info14110588 |
| spellingShingle | QA Mathematics QA75 Electronic computers. Computer science Abdul Malek, Yaakob Shahira, Shafie Gegov, Alexander Siti Fatimah, Abdul Rahman Ku Muhammad Naim, Ku Khalif Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation |
| title | Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation |
| title_full | Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation |
| title_fullStr | Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation |
| title_full_unstemmed | Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation |
| title_short | Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation |
| title_sort | large scale group decision making method using hesitant fuzzy rule based network for asset allocation |
| topic | QA Mathematics QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/40629/1/Large-scale%20group%20decision-making%20method%20using%20hesitant%20fuzzy%20rule.pdf |
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