{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T19:21:06Z","timestamp":1769714466353,"version":"3.49.0"},"reference-count":34,"publisher":"SAGE Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2023,8,24]]},"abstract":"<jats:p>Methods on the basis of the consensus reaching process are prevalent in Group Decision Making (GDM), which typically forces some evaluators to revise initial opinions in order to reach group consensus without being able to precisely reflect original viewpoints. Furthermore, in case the correct opinion is embedded in the hand of the minority, existing methods may not reach the correct consensus. With the aim to tackle these observations, a novel approach of the Positive and Negative Prediction Selection Rate (PNPSR) is proposed on the basis of the Pythagorean Fuzzy Preference Relation (PFPR) which enables to present individuals\u2019 opinions in a pairwise manner using the linguistic preference relation. The PFPR expressed opinions then serve as input for the computation of the proposed PNPSR, the minimum of which is subsequently selected as the correct one. Finally, the full ranking of the alternatives can be calculated through the proposed iterative algorithm. In the process, the evaluators\u2019 original opinions are not required to modify, and the correct result can be achieved when the minority evaluators provide the correct opinions. Experimental results demonstrate the efficacy of the proposed approach in comparison with two state-of-the-art methods.<\/jats:p>","DOI":"10.3233\/jifs-230395","type":"journal-article","created":{"date-parts":[[2023,7,4]],"date-time":"2023-07-04T11:59:09Z","timestamp":1688471949000},"page":"4857-4870","source":"Crossref","is-referenced-by-count":0,"title":["A novel Group Decision Making method with the prediction selection rate"],"prefix":"10.1177","volume":"45","author":[{"given":"Hengshan","family":"Zhang","sequence":"first","affiliation":[{"name":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, X\u00edan, China"},{"name":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, X\u00edan, China"},{"name":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, X\u00edan, China"}]},{"given":"Yun","family":"Wang","sequence":"additional","affiliation":[{"name":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, X\u00edan, China"},{"name":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, X\u00edan, China"},{"name":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, X\u00edan, China"}]},{"given":"Tianhua","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Huddersfield, Huddersfield, United Kingdom"}]}],"member":"179","reference":[{"issue":"5","key":"10.3233\/JIFS-230395_ref2","doi-asserted-by":"crossref","first-page":"1847","DOI":"10.1287\/mnsc.2019.3294","article-title":"Harnessing the wisdom of crowds","volume":"66","author":"Zhi Da","year":"2020","journal-title":"Management Science"},{"key":"10.3233\/JIFS-230395_ref3","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.inffus.2020.03.001","article-title":"An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision 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