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- Title
An Applied View to Determine the Weights of Experts' Scores Based on an Evidential Reasoning Approach Under Two-Dimensional Frameworks.
- Authors
Xiaoqing Huang; Peng Gui; Jingui Yao; Wenxing Zhu; Chufan Zhou; Xin Li; Shaorong Li
- Abstract
At present, many decision-making fields require collecting and organizing the opinions and evaluation values of experts. However, they evaluation values given by experts used in the decision-making should be further analysed from a scientific angle. In this paper the evidence reasoning approach under two-dimensional frameworks (ERTDF) is used to mine the relative validity of the expert scoring value. This approach takes the self-evaluated familiarity with the decision-making objects to be evaluated and the authority of the position and title as the main characteristics of the expert evaluation body. The unique characteristic information of the above experts is transformed into evidence to assist in correcting the original score results and to express their respective reliability distribution. This method also could support some intelligent decisions under the evaluation background of experts in various fields. The application results show that this method could better consider the uncertainty of the evaluation results caused by the various characteristics of the individual experts, improve the effect of experts' scores, and make the comprehensive results of multiple experts' evaluation values more reasonable and accurate.
- Subjects
DECISION making; ANGLES
- Publication
IAENG International Journal of Computer Science, 2023, Vol 50, Issue 3, p970
- ISSN
1819-656X
- Publication type
Article