Please use this identifier to cite or link to this item:
http://hdl.handle.net/20.500.11861/6753
Title: | A modified consensus-building methodology for reaching a group decision using minimum costs |
Authors: | Dr. KWOK Pak Ki, Alex Lau, Y. K. Henry |
Issue Date: | 2018 |
Source: | IEEE Access, 2018, vol. 6, pp. 3509-3523. |
Journal: | IEEE Access |
Abstract: | This paper presents a methodology for building a consensus among the stakeholders based on the level of importance of each evaluation criterion to choose the best final design, approach, or solution for a project. The proposed methodology adopts an improved vague set minimum-cost consensus model (MCCM) and a modified Delphi method. This paper discusses several shortcomings of the traditional MCCM and the Delphi method. It argues that humans' resistance to change based on a numerical rating scale follows a natural logarithm pattern instead of a linear or quadratic pattern as claimed in other studies. Hence, the traditional MCCM needs to be revised accordingly. In addition, an experiment was concluded to compare the proposed consensus-building methodology with the traditional Delphi method. The experiment showed that the proposed methodology is better than the traditional Delphi method regarding using fewer rounds to reach a consensus. At last, this paper applies the proposed methodology to the field of road junction design selection. |
Description: | Open access |
Type: | Peer Reviewed Journal Article |
URI: | http://hdl.handle.net/20.500.11861/6753 |
ISSN: | 2169-3536 |
DOI: | 10.1109/ACCESS.2017.2787677 |
Appears in Collections: | Applied Data Science - Publication |
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