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Article type: Research Article
Authors: Mahmood, Asmaa; * | Abbas, Mujahidb
Affiliations: [a] Department of Mathematics, GC University, Faisalabad, Pakistan | [b] Department of Mathematics, GC University, Lahore, Pakistan
Correspondence: [*] Corresponding author. Asma Mahmood, Department of Mathematics, GC University, Faisalabad, Pakistan. E-mail: asmamahmood@gcuf.edu.pk.
Abstract: A group decision-making process is introduced by utilizing the influence model together with a matrix of interpersonal influences and an opinion matrix. The opinion matrix is constructed with the opinions/advice from one group of experts towards the other. Experts are divided into two groups, one which has more experienced, skilled and qualified persons is known as the group of opinion leaders and the other is known as the group of opinion followers. Sometimes, decision-makers are ordinary agents and their opinion formation is profoundly influenced by opinion leaders. The truthfulness of opinion leaders and the interpersonal influences of decision-makers is also taken into account. Also, a modified definition of trust score evaluation is presented with the understanding of the fact that the maximum trust which a decision-maker can do upon some opinion leader is his/her truthfulness. On the basis of this definition, a trust score matrix is constructed and the influence model is modified to take into account that matrix.
Keywords: Group decision making, opinion dynamics, trust score evaluations, influence model
DOI: 10.3233/JIFS-210161
Journal: Journal of Intelligent & Fuzzy Systems, vol. 41, no. 6, pp. 6363-6373, 2021
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