A group-decision making and goal programming-based solution approach for the student-project team formation problem

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dc.contributor.buuauthorÇavdur, Fatih
dc.contributor.buuauthorSağlam, Aslı Sebatlı
dc.contributor.buuauthorKüçük, Merve Köse
dc.contributor.departmentBursa Uludağ Üniversitesi/Endüstri Mühendisliği Bölümü
dc.contributor.orcid0000-0001-8054-5606
dc.contributor.orcid0000-0002-9445-6740
dc.contributor.orcid0000-0001-6877-2937
dc.contributor.researcheridAAG-9471-2021
dc.contributor.researcheridAAC-2099-2020
dc.contributor.researcheridAAE-4504-2019
dc.contributor.scopusid8419687000
dc.contributor.scopusid57191223084
dc.contributor.scopusid57191227592
dc.date.accessioned2024-03-21T10:29:32Z
dc.date.available2024-03-21T10:29:32Z
dc.date.issued2019
dc.description.abstractIn this study, an Analytic Hierarchy Process (AHP) and goal programming-based solution approach for the student-project team formation problem is proposed. In the first and second phases of a two-phase goal programming-based approach developed in a recent study of authors, students and advisers are allocated to project teams considering several criteria. The AHP method is used to determine the criteria weights for the goal programming models. Surveys are conducted with students and advisors to determine the criteria weights for each student and advisor. Since the criteria weights are different for different decision makers, a distance-based non-linear (DBNL) mathematical programming model is used to determine a group decision. The proposed approach is implemented on a real-life project-team formation problem. The results are compared with the real-life allocations in terms of the problem criteria considered in the study and it is observed that our approach produces significantly more satisfactory results. Additionally, although it takes a considerable amount of time to perform the allocations in real-life, using the proposed approach, allocations can be performed in a few hours, including the only once-conducted survey time. The presented approach is proposed for a special problem in this study; however, it can be easily adapted to other project-team formation problems.en_US
dc.identifier.citationÇavdur F. vd. (2019). "A group-decision making and goal programming-based solution approach for the student-project team formation problem". Journal of the Faculty of Engineering and Architecture of Gazi University, 34(1), 505-521.en_US
dc.identifier.doihttps://doi.org/10.17341/gazimmfd.416511
dc.identifier.endpage521tr_TR
dc.identifier.issn1300-1884
dc.identifier.issn1304-4915
dc.identifier.issue1tr_TR
dc.identifier.scopus2-s2.0-85064332933
dc.identifier.startpage505tr_TR
dc.identifier.urihttps://dergipark.org.tr/tr/download/article-file/680128
dc.identifier.urihttps://hdl.handle.net/11452/40555
dc.identifier.volume34tr_TR
dc.identifier.wos000462490600036tr_TR
dc.indexed.scopusScopusen_US
dc.indexed.trdizinTRDizinen_US
dc.indexed.wosSCIEen_US
dc.language.isoenen_US
dc.publisherGazi Üniversitesitr_TR
dc.relation.journalJournal Of The Faculty of Engineering And Architecture Of Gazi Universityen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergitr_TR
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectStudent-project team formationen_US
dc.subjectMulti-criteria decision makingen_US
dc.subjectGroup-decision makingen_US
dc.subjectAnalytic hierarchy processen_US
dc.subjectGoal programmingen_US
dc.subjectAHPen_US
dc.subjectAssignmenten_US
dc.subjectAllocationen_US
dc.subjectPreferencesen_US
dc.subjectweıghtsen_US
dc.subjectModelen_US
dc.subjectVikoren_US
dc.subjectEngineeringen_US
dc.subjectElectrical engineering, electronics & computer scienceen_US
dc.subjectArtificial intelligence & machine learningen_US
dc.subjectFuzzy setsen_US
dc.subject.scopusTeam Formation; Genetic Algorithm; NP-complete Problemen_US
dc.subject.wosEngineering, Multidisciplinaryen_US
dc.titleA group-decision making and goal programming-based solution approach for the student-project team formation problemen_US
dc.title.alternativeÖğrenci-proje takımı oluşturma problemi için grup-karar verme ve hedef programlama temelli çözüm yaklaşımıtr_TR
dc.typeArticleen_US

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