The best online shopping website using fuzzy TOPSIS approach / Nurul Suhada Aziz ...[et al.]

Aziz, Nurul Suhada and Mohd Noor, Nurhaifa Izzaty Azira and Md Faisal, Nur Amira Shahida and Sharidi, Nur Syafiqa (2021) The best online shopping website using fuzzy TOPSIS approach / Nurul Suhada Aziz ...[et al.]. Journal of Mathematics and Computing Science (JMCS), 7 (2). pp. 141-149. ISSN 0128-0767

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

Abstract

One of the common problems faced by customers before shopping online is choosing the best shopping website to shop online. This is because there are many cases that the goods received do not reach their expectations. Therefore, it is important for the customers to choose the right shopping website that can be trusted. This study implements fuzzy TOPSIS to rank the best online shopping website. Factors that influence customers’ selection are the technology acceptance factor, website service quality and specific holdup cost. Decision-makers are asked to rank these factors by giving rank from very high (VH) to very low (VL) for criterion assessment weight, while for alternative assessment from very good (VG) to very poor (VP); very high and very good indicate the most influencing factor while very low and very poor indicate the least influencing factors. Each data ranking is transformed into matrix form to get a normalized decision matrix (NDM). After that, the weighted normalized decision matrix and the distance of each alternative from the worse condition and the best condition were calculated. Lastly, the closeness of coefficient of each alternative was obtained and all the alternatives were ranked. The performance and ranking were measured based one the value of the relative closeness.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Aziz, Nurul Suhada
UNSPECIFIED
Mohd Noor, Nurhaifa Izzaty Azira
UNSPECIFIED
Md Faisal, Nur Amira Shahida
UNSPECIFIED
Sharidi, Nur Syafiqa
UNSPECIFIED
Subjects: H Social Sciences > HF Commerce > Business
H Social Sciences > HF Commerce > Consumer behavior. Consumers' preferences. Consumer research. Including consumer profiling
Q Science > QA Mathematics > Mathematical statistics. Probabilities
Q Science > QA Mathematics > Mathematical statistics. Probabilities > Decision theory > Fuzzy decision making
Divisions: Universiti Teknologi MARA, Kelantan > Machang Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Mathematics and Computing Science (JMCS)
UiTM Journal Collections: UiTM Journal > Journal of Mathematics and Computing Science (JMCS)
ISSN: 0128-0767
Volume: 7
Number: 2
Page Range: pp. 141-149
Keywords: Fuzzy TOPSIS, decision making, online shopping website
Date: December 2021
URI: https://ir.uitm.edu.my/id/eprint/57018
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