Multi-Criteria Decision Making for Computer Antivirus Software using Fuzzy AHP Approach / Siti Nur Athirah Mohd Zulkifly...[et al.]

Mohd Zulkifly, Siti Nur Athirah and Mohamad, Siti Nurul Fitriah and Che Kob, Siti Aziemah and Mohd Yusof, Nurul Azilah and Mohamed, Firdawati and Aziz, Nurul Suhada and Othman, Suziana Aida (2022) Multi-Criteria Decision Making for Computer Antivirus Software using Fuzzy AHP Approach / Siti Nur Athirah Mohd Zulkifly...[et al.]. Journal of Mathematics and Computing Science, 1 (8). pp. 22-34. ISSN 0128-0767

Official URL: https://jmcs.com.my/

Abstract

Nowadays, there are many antiviruses software developed by the information sectors to ensure the security of computer systems. As a result, consumers and information professionals are always debating whether antivirus software provides the best protection on a given criterion. However, there are various types of security software out there that can influence users’ decisions. In addition, the determination of the appropriate antivirus software can be classified as a multi-criteria decision-making (MCDM) problem. Several methods could be used to determine the multi-criteria problem such as the method of Fuzzy Analytic Hierarchy Process (FAHP), Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), and using an advanced method of Neutrosophic set. Hence, in this study, the method of Fuzzy Analytic Hierarchy Process (FAHP), one of the most powerful MCDM methods is employed for the selection of the appropriate antivirus software. Four criteria, twelve sub-criteria, and five alternatives of selection antivirus software are the main MCDM structures that need to be solved using the proposed method. A group of experts was invited to provide a rating of performance values of criteria and alternatives using a linguistic scale. The result has shown that Kaspersky Antivirus is the most preferred antivirus software that meets the criteria. This result will help users, especially computer software technicians in a certain organization to choose the preferred Antivirus to suggest to their employer. Furthermore, suggestions for further work are also provided for future study.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Mohd Zulkifly, Siti Nur Athirah
UNSPECIFIED
Mohamad, Siti Nurul Fitriah
fitriah@uitm.edu.my
Che Kob, Siti Aziemah
UNSPECIFIED
Mohd Yusof, Nurul Azilah
UNSPECIFIED
Mohamed, Firdawati
UNSPECIFIED
Aziz, Nurul Suhada
UNSPECIFIED
Othman, Suziana Aida
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Fuzzy arithmetic
Q Science > QA Mathematics > Programming languages (Electronic computers) > C (Computer program language). C++
Q Science > QA Mathematics > Computers and civilization. Social aspects of computers. Hackers
Divisions: Universiti Teknologi MARA, Kelantan > Machang Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Mathematics and Computing Science
UiTM Journal Collections: UiTM Journal > Journal of Mathematics and Computing Science (JMCS)
ISSN: 0128-0767
Volume: 1
Number: 8
Page Range: pp. 22-34
Keywords: Antivirus software, decision making, Fuzzy AHP
Date: 30 June 2022
URI: https://ir.uitm.edu.my/id/eprint/64001
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