An improved PLTS-VIKOR model based on combined weights method in evaluation for online hotel reservation selection
Since the traditional method may cause the loss of linguistic information, in this paper, we chose the probabilistic linguistic term set (PLTS) to describe the evaluation index for the decision problem, then we propose an improved VIKOR method to select the best hotel. However, the traditional VIKOR...
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| Published in | International journal of general systems Vol. 54; no. 6; pp. 844 - 868 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Taylor & Francis
18.08.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0308-1079 1563-5104 |
| DOI | 10.1080/03081079.2024.2425940 |
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| Abstract | Since the traditional method may cause the loss of linguistic information, in this paper, we chose the probabilistic linguistic term set (PLTS) to describe the evaluation index for the decision problem, then we propose an improved VIKOR method to select the best hotel. However, the traditional VIKOR method has lost original information and experts' preference information, so the PLTS-VIKOR method is proposed for tourists. In addition, the weaknesses and strengths of traditional weighting methods are analyzed; the BWM and the CRITIC method for PLTS are developed to determine the subject and object weights. Then, a comprehensive combined weighting method based on the minimum total deviation principle is proposed. Further, we integrate the PLTS with all weighting methods. Finally, a case example of 5 online hotels is performed to illustrate the application of the improved approach, and the superiority and effectiveness are proved by comparative analysis. |
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| AbstractList | Since the traditional method may cause the loss of linguistic information, in this paper, we chose the probabilistic linguistic term set (PLTS) to describe the evaluation index for the decision problem, then we propose an improved VIKOR method to select the best hotel. However, the traditional VIKOR method has lost original information and experts' preference information, so the PLTS-VIKOR method is proposed for tourists. In addition, the weaknesses and strengths of traditional weighting methods are analyzed; the BWM and the CRITIC method for PLTS are developed to determine the subject and object weights. Then, a comprehensive combined weighting method based on the minimum total deviation principle is proposed. Further, we integrate the PLTS with all weighting methods. Finally, a case example of 5 online hotels is performed to illustrate the application of the improved approach, and the superiority and effectiveness are proved by comparative analysis. |
| Author | Shi, Xinming Wu, Xiaoming Liu, Peide Wu, Yifan |
| Author_xml | – sequence: 1 givenname: Xinming surname: Shi fullname: Shi, Xinming organization: Shandong University of Finance and Economics – sequence: 2 givenname: Peide surname: Liu fullname: Liu, Peide email: peide.liu@gmail.com organization: Shandong University of Finance and Economics – sequence: 3 givenname: Yifan surname: Wu fullname: Wu, Yifan organization: Shandong University of Finance and Economics – sequence: 4 givenname: Xiaoming surname: Wu fullname: Wu, Xiaoming email: wuxm@sdas.org organization: Qilu University of Technology (Shandong Academy of Sciences) |
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| Title | An improved PLTS-VIKOR model based on combined weights method in evaluation for online hotel reservation selection |
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