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Measuring Electronic Service Quality (E-SQ) in Mobile E-Commerce Services Using Fuzzy AHP and TOPSIS

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This paper proposes an approach to measuring E-Service Quality (E-SQ) in mobile commerce industry. Our approach is based on SERVQUAL instrument, which has been widely used in the context of web-based service quality measurement. Our model uses fuzzy method, specifically incorporating fuzzy analytical hierarchy process (AHP) and fuzzy TOPSIS to consider both quantitative and qualitative factors in order to measure electronic service quality (E-SQ) in mobile commerce application using SERVQUAL dimensions. Then, the model is utilized to rank four of the most competitive e-commerce related applications on mobile Android market using results from fuzzy AHP and TOPSIS.

Abstract

This paper proposes an approach to measuring E-Service Quality (E-SQ) in mobile commerce industry. Our approach is based on SERVQUAL instrument, which has been widely used in the context of web-based service quality measurement. Our model uses fuzzy method, specifically incorporating fuzzy analytical hierarchy process (AHP) and fuzzy TOPSIS to consider both quantitative and qualitative factors in order to measure electronic service quality (E-SQ) in mobile commerce application using SERVQUAL dimensions. Then, the model is utilized to rank four of the most competitive e-commerce related applications on mobile Android market using results from fuzzy AHP and TOPSIS.

참고문헌 (10)

  1. Büyüközkan, G., "A Combined Fuzzy AHP and Fuzzy TOPSIS Based Strategic analysis of Electronic Service Quality in Healthcare Industry", Expert Systems With Applications, 39(3), pp.2341~2354 (2012)
  2. Chen, S.-J, "Fuzzy Multiple Attribute Decision Making: Methods and Applications" (1992), Springer-Verlag New York, Inc
  3. Ching-Hsue Cheng, "Evaluating naval tactical missile systems by fuzzy AHP based on the grade value of membership function", European Journal of Operational Research, 96(2), pp.343~350 (1997), Elsevier BV[DOI]
  4. Hwang, Ching-Lai, "Multiple Attribute Decision Making" (1981), Springer
  5. Daekook Kang, "Evaluation of e-commerce websites using fuzzy hierarchical TOPSIS based on E-S-QUAL", Applied Soft Computing, 42, pp.53~65 (2016), Elsevier BV[DOI]
  6. Ojasalo, J., "E-service quality : a conceptual model", International Journal of Arts and Sciences, 3(7), pp.127~143 (2010)
  7. 류시욱, "퍼지 AHP와 퍼지 TOPSIS의 통합과 공급자 선정문제에의 적용", 대한설비관리학회지, 17(3), pp.35~44 (2012), 대한설비관리학회
  8. Tadic, D. T., "An Evaluation of Quality Goals by Using Fuzzy AHP and Fuzzy TOPSIS Methodology", Journal of Intelligent and Fuzzy Systems, 25(3), pp.547~556 (2013)
  9. Tsaur, S-H., "The Evaluation of Airline Service Quality by Fuzzy MCDM", Tourism Management, 23(2), pp.107~115 (2002)
  10. Zeithaml, V. A., "Service quality delivery through web sites: A critical review of extant knowledge", Journal of the Academy of Marketing Science, 30(4), pp.362~375 (2002)

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