An Intelligent Multi-Criteria Decision Approach for Selecting the Optimal Operating System for Educational Environments

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Bibliográfalaš dieđut
Publikašuvnnas:Electronics vol. 14, no. 3 (2025), p. 514
Váldodahkki: Marinović, Minja
Eará dahkkit: Viduka, Dejan, Lavrnić, Igor, Stojčetović, Bojan, Skulić, Aleksandar, Bašić, Ana, Balaban, Petra, Rastovac, Dragan
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MDPI AG
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024 7 |a 10.3390/electronics14030514  |2 doi 
035 |a 3165767817 
045 2 |b d20250101  |b d20251231 
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100 1 |a Marinović, Minja  |u Faculty of Organizational Sciences (FON), University of Belgrade, 11000 Belgrade, Serbia; <email>minja.marinovic@fon.bg.ac.rs</email> 
245 1 |a An Intelligent Multi-Criteria Decision Approach for Selecting the Optimal Operating System for Educational Environments 
260 |b MDPI AG  |c 2025 
513 |a Journal Article 
520 3 |a The selection of an appropriate operating system (OS) in educational environments is a critical decision that impacts the functionality, user experience, and overall efficiency. Financial factors, along with the availability and functionality of tools used on these systems, play a crucial role in this selection. Furthermore, the OS affects the user experience, security, and adaptability to learning. Previous research in this area is scarce, and this paper contributes to a better understanding of the OS selection process in education. This paper proposes a novel multi-criteria decision-making approach to evaluate and select the most suitable OS for educational institutions. The methodology integrates the PIPRECIA method for assessing weighted criteria, alongside utility analysis (NWA), enabling a balanced decision-making process between institutional management and IT experts. The evaluation considered the following criteria: performance, cost, security, usability, implementation, support, and documentation. The study compared three popular operating systems: Microsoft Windows 11, GNU Linux Ubuntu 22.04 LTS, and Apple macOS 12 using the proposed approach. The results, based on the integrated evaluation of all criteria, indicate that GNU Linux Ubuntu 22.04 LTS (0.562) ranked highest, followed by Microsoft Windows 11 (0.553) and Apple macOS 12 (0.543). This paper emphasizes the importance of objective, group-based decision-making in selecting an OS for education, providing practical insights and guidelines for effective technology integration in academic settings. 
653 |a Teaching 
653 |a Operating systems 
653 |a Software 
653 |a Window systems 
653 |a Performance evaluation 
653 |a Computer peripherals 
653 |a Multiple criterion 
653 |a Education 
653 |a Linux 
653 |a Windows (computer programs) 
653 |a Multiple criteria decision making 
653 |a User experience 
653 |a Digital Age 
653 |a Methods 
653 |a Subjectivity 
653 |a Decision making 
653 |a Distance learning 
700 1 |a Viduka, Dejan  |u Faculty of Mathematics and Computer Sciences, University Alfa BK, 11000 Belgrade, Serbia 
700 1 |a Lavrnić, Igor  |u Academy of Applied Studies of Kosovo and Metohia, 38218 Leposavic, Serbia; <email>igor.lavrnic@akademijakm.edu.rs</email> (I.L.); <email>bojan.stojcetovic@akademijakm.edu.rs</email> (B.S.); <email>aleksandar.skulic@akademijakm.edu.rs</email> (A.S.) 
700 1 |a Stojčetović, Bojan  |u Academy of Applied Studies of Kosovo and Metohia, 38218 Leposavic, Serbia; <email>igor.lavrnic@akademijakm.edu.rs</email> (I.L.); <email>bojan.stojcetovic@akademijakm.edu.rs</email> (B.S.); <email>aleksandar.skulic@akademijakm.edu.rs</email> (A.S.) 
700 1 |a Skulić, Aleksandar  |u Academy of Applied Studies of Kosovo and Metohia, 38218 Leposavic, Serbia; <email>igor.lavrnic@akademijakm.edu.rs</email> (I.L.); <email>bojan.stojcetovic@akademijakm.edu.rs</email> (B.S.); <email>aleksandar.skulic@akademijakm.edu.rs</email> (A.S.) 
700 1 |a Bašić, Ana  |u Information Technology School—ITS, 11000 Belgrade, Serbia 
700 1 |a Balaban, Petra  |u The Higher Education Technical School of Professional Studies in Novi Sad, 21000 Novi Sad, Serbia; <email>balaban@vtsns.edu.rs</email> (P.B.); <email>rastovac@vtsns.edu.rs</email> (D.R.) 
700 1 |a Rastovac, Dragan  |u The Higher Education Technical School of Professional Studies in Novi Sad, 21000 Novi Sad, Serbia; <email>balaban@vtsns.edu.rs</email> (P.B.); <email>rastovac@vtsns.edu.rs</email> (D.R.); Faculty of Economics and Engineering Management in Novi Sad, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia 
773 0 |t Electronics  |g vol. 14, no. 3 (2025), p. 514 
786 0 |d ProQuest  |t Advanced Technologies & Aerospace Database 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/3165767817/abstract/embedded/L8HZQI7Z43R0LA5T?source=fedsrch 
856 4 0 |3 Full Text + Graphics  |u https://www.proquest.com/docview/3165767817/fulltextwithgraphics/embedded/L8HZQI7Z43R0LA5T?source=fedsrch 
856 4 0 |3 Full Text - PDF  |u https://www.proquest.com/docview/3165767817/fulltextPDF/embedded/L8HZQI7Z43R0LA5T?source=fedsrch