A Model Proposal for Smart Campus Investment Prioritization by Using Data Envelopment Analysis

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dc.contributor.authorÇolak, Murat
dc.contributor.authorKutlu Gündoğdu, Fatma
dc.contributor.authorBozkus, Emine
dc.contributor.authorIşık, Gurkan
dc.contributor.authorKarasan, Ali?
dc.contributor.authorKaya, İhsan
dc.date.accessioned2026-02-12T21:02:48Z
dc.date.available2026-02-12T21:02:48Z
dc.date.issued2022
dc.departmentBursa Teknik Üniversitesi
dc.description2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2022 -- 2022-11-20 through 2022-11-21 -- Virtual, Online -- 185700
dc.description.abstractSmart campus (SC), one of the most highlighted concepts in the education system, is the utilization and combination of smart physical-digital spaces to provide improved, intelligent, and responsive services in a sustainable, productive, and creative environment for universities. Considering its multi-dimensional structure, investment in this area is a crucial strategic decision with many conflicting aspects. On the other hand, Data envelopment analysis (DEA) is a linear programming (LP) technique that quantifies the relative efficiency of decision-making unit (DMU) inputs into their outputs through a trial-and-error model. Through that, in this paper, by using the capability of the DEA model, an SC investment efficiency problem is considered in multiple ways. According to the literature review and experts' evaluations, four cost-based inputs are determined for the SC ecosystem. Based on the six outcomes, an application for the SC investment problem is carried out. Based on the results obtained, investments prioritized with the spending on classes and online teaching fulfilled the efficient rate input have the efficiency rate with one for all scenarios. Moreover, a scenario with equally distributed investments has the desired efficient rate equal to one. © 2022 IEEE.
dc.identifier.doi10.1109/3ICT56508.2022.9990812
dc.identifier.endpage575
dc.identifier.isbn9781665451932
dc.identifier.scopus2-s2.0-85146440047
dc.identifier.scopusqualityN/A
dc.identifier.startpage572
dc.identifier.urihttps://doi.org/10.1109/3ICT56508.2022.9990812
dc.identifier.urihttps://hdl.handle.net/20.500.12885/6534
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2022
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.snmzKA_Scopus_20260212
dc.subjectdata envelopment analysis
dc.subjectinvestment problem
dc.subjectlinear programming
dc.subjectsmart campus
dc.titleA Model Proposal for Smart Campus Investment Prioritization by Using Data Envelopment Analysis
dc.typeConference Object

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