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Using the Analytic Hierarchy Process for LMS selection

Published: 21 June 2019 Publication History

Abstract

The main goal of this paper is to present a multi-criteria decision making method to select the most suitable LMS according to the defined criteria. The process of LMS selection is a multi-criteria decision-making problem and an Analytical Hierarchy Process (AHP) was used to assist in building the model and draw decisions. The results of this study give readers information when choosing an LMS platform based on the needs of their educational institution.

References

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Ishizaka A., P. Nemery, Multi-criteria decision analysis methods and software, Chichester: John Wiley and Sons, 2013.
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Işık A., M. İnce, T. Yiğit. A Fuzzy AHP Approach to Select Learning Management System, International Journal of Computer Theory and Engineering, Vol. 7, No. 6, December 2015.
[3]
Khan M., A. Parveen and M. Sadiq, "A method for the selection of sdlc models using analytic hierarchy process," International Conference on Issues and Challenges in Intelligent Computing Techniques, IEEE, pp. 534-540, 2014.
[4]
Mardani,Abbas Ahmad Jusoh, Khalil MD Nor, Zainab Khalifah, Norhayati Zakwan & Alireza Valipour (2015) Multiple criteria decision-making techniques and their applications -- a review of the literature from 2000 to 2014, Economic Research-Ekonomska Istraživanja, 28:1, 516-571.
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Muhammad, Muhammad Nazir. Nadire Cavus. Fuzzy DEMATEL method for identifying LMS evaluation criteria. 9th International Conference on Theory and application of Soft Computing, Computing with Words and Perception, 2017.
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Petrova, V., Application of innovative e-learning technologies, National Conference with International participation 40 Years Shumen University 1971-2011, Shumen, 2011, ISBN: 978-954-577-582-6, pp. 37--43. (in Bulgarian)
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Petrova, V.,E. Kovacheva, Application of e-learning technologies for teachers, National Conference with International participation 40 Years Shumen University 1971-2011, Shumen, 2011, ISBN: 978-954-577-582-6, pp. 29--37. (in Bulgarian)
[8]
Saaty, T.L., 1980. The Analytic Hierarchy Process. McGraw-Hill, New York.
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Saaty T., Theory and Applications of the Analytic Network Process, RWS Publications, 2005.
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Saaty T., L. Vargas, Models, methods, concepts, and application of the analytic hierarchy process, New York: Springer, 2012.
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Hu C., Application of E-Learning Assessment Based on AHP-BP Algorithm in the Cloud Computing Teaching Platform, iJET - Volume 11, Issue 8, 2016.

Cited By

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  • (2024)Conceptual Model of a Communication System Composed with Interoperable Radio Devices2024 23rd International Symposium on Electrical Apparatus and Technologies (SIELA)10.1109/SIELA61056.2024.10637829(1-5)Online publication date: 12-Jun-2024
  • (2023)Prioritizing Individuals Who Will Have Covid-19 Vaccine with Multi-Criteria Decision Making MethodsGazi University Journal of Science10.35378/gujs.105378236:3(1277-1290)Online publication date: 1-Sep-2023
  • (2023)EVALUATION OF LEARNING MANAGEMENT SYSTEMS USING INTERVAL VALUED INTUITIONISTIC FUZZY-Z NUMBERSTurkish Online Journal of Distance Education10.17718/tojde.117033824:4(179-206)Online publication date: 1-Oct-2023
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    cover image ACM Other conferences
    CompSysTech '19: Proceedings of the 20th International Conference on Computer Systems and Technologies
    June 2019
    365 pages
    ISBN:9781450371490
    DOI:10.1145/3345252
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    • UORB: University of Ruse, Bulgaria

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 21 June 2019

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    Author Tags

    1. AHP
    2. Analytical Hierarchy Process
    3. LMS
    4. Multi-criteria decision making methods

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    View all
    • (2024)Conceptual Model of a Communication System Composed with Interoperable Radio Devices2024 23rd International Symposium on Electrical Apparatus and Technologies (SIELA)10.1109/SIELA61056.2024.10637829(1-5)Online publication date: 12-Jun-2024
    • (2023)Prioritizing Individuals Who Will Have Covid-19 Vaccine with Multi-Criteria Decision Making MethodsGazi University Journal of Science10.35378/gujs.105378236:3(1277-1290)Online publication date: 1-Sep-2023
    • (2023)EVALUATION OF LEARNING MANAGEMENT SYSTEMS USING INTERVAL VALUED INTUITIONISTIC FUZZY-Z NUMBERSTurkish Online Journal of Distance Education10.17718/tojde.117033824:4(179-206)Online publication date: 1-Oct-2023
    • (2021)The Hierarchical Decision Model of cybersecurity risk assessment2021 12th National Conference with International Participation (ELECTRONICA)10.1109/ELECTRONICA52725.2021.9513722(1-4)Online publication date: 27-May-2021
    • (2020)Bulut Tabanlı Öğrenme Yönetim Sistemi Seçiminde Bulanık Çok Kriterli Karar Analizi YaklaşımıA Fuzzy Multi-Criteria Decision Analysis Approach for Cloud-Based Learning Management System SelectionBilişim Teknolojileri Dergisi10.17671/gazibtd.58975713:1(97-111)Online publication date: 31-Jan-2020

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