Social Influence in Fuzzy Group Decision Making with Applications

Simple item page
dc.cclicenceN/Aen
dc.contributor.authorAbu Bakar Sedek, Amirah Nabilah Sedek
dc.contributor.authorKamis, Nor Hanimah
dc.contributor.authorKadir, Norhidayah A
dc.contributor.authorMohamad, Daud
dc.contributor.authorChiclana, Francisco
dc.date.acceptance2022-04-16
dc.date.accessioned2022-07-05T13:46:07Z
dc.date.available2022-07-05T13:46:07Z
dc.date.issued2022-07-02
dc.description.abstractGroup decision making (GDM) is a process of evaluating multi-expert preferences towards criteria or alternatives in order to solve problems in daily life. The previous GDM models often neglected the discussion on experts’ relationships and interactions between them. The incorporation of Social Network Analysis (SNA) in decision making context provides measurement of experts’ relations and interactions in the group. The experts normally have different background, status, position, level of knowledge, expertise, experience etc., in which the group decision might be changed or influenced. The influence notion in Social Influence Network (SIN) plays an important role in defining the influence element in decision making perspective. This new area of study is known as Social Influence Group Decision Making (SIGDM). This paper proposed the framework of the similarity-influence network based fuzzy group decision making model. The influence measure is utilized to identify the most influential expert in the network. For the purpose of aggregating all individual expert preferences into a collective one, the influence-based aggregation operator is used. This paper discusses on the possible applications and future works related to the SIGDM.en
dc.funderOther external funder (please detail below)en
dc.funder.otherThis contribution has been carried out thanks to the financial support of the Geran Penyelidikan Khas (600-RMC/GPK 5/3 (162/ 2020)), Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia.en
dc.identifier.citationAbu Bakar Sedek, A., Kamis, N., Kadir, N., Mohamad, D. and Chiclana, F. (2022) Social Influence in Fuzzy Group Decision Making with Applications. In: Kahraman, C., Tolga, A.C., Cevik Onar, S., Cebi, S., Oztaysi, B., Sari, I.U. (eds) Intelligent and Fuzzy Systems. INFUS 2022. Lecture Notes in Networks and Systems, 505 pp. 272–279en
dc.identifier.doihttps://doi.org/10.1007/978-3-031-09176-6_32
dc.identifier.isbn9783031091766
dc.identifier.urihttps://hdl.handle.net/2086/22036
dc.language.isoen_USen
dc.peerreviewedYesen
dc.projectidThis contribution has been carried out thanks to the financial support of the Geran Penyelidikan Khas (600-RMC/GPK 5/3 (162/ 2020)), Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia.en
dc.publisherSpringeren
dc.researchinstituteInstitute of Artificial Intelligence (IAI)en
dc.subjectSocial influence network (SIN)en
dc.subjectSocial network analysis (SNA)en
dc.subjectGroup decision making (GDM)en
dc.titleSocial Influence in Fuzzy Group Decision Making with Applicationsen
dc.typeBook chapteren

Files

License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
4.2 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

School of Computer Science and Informatics