Evaluating Service Quality of Online Auction by Fuzzy MCDM

This paper applies fuzzy set theory to evaluate the service quality of online auction. Service quality is a composition of various criteria. Among them many intangible attributes are difficult to measure. This characteristic introduces the obstacles for respondent in replying to the survey. So as to overcome this problem, we invite fuzzy set theory into the measurement of performance. By using AHP in obtaining criteria and TOPSIS in ranking, we found the most concerned dimension of service quality is Transaction Safety Mechanism and the least is Charge Item. Regarding to the most concerned attributes are information security, accuracy and information.




References:
[1] Barnes, S. J. and Vidgen, R., "An evaluation of cyber-bookshops: the
WebQual method," International Journal of Electronic Commerce, Vol.
6, No. 1, pp. 11-30.
[2] Bellman, R. E. and Zadeh, L. A., "Decision making in a fuzzy environment,"
Management Science, Vol. 17, No. 4, pp. 141-164, 1970.
[3] Buckley, J. J, "Ranking alternatives using fuzzy numbers," Fuzzy Sets
and Systems, Vol. 15, pp. 21-31, 1985.
[4] Cheng, C. C. and Shyn J. Z., "An evaluation on light rail route alternative
in the metropolitan Hsin-Chu area," Chung Hua Journal of Management,
Vol. 6, No. 1, pp. 75-104, 2005.
[5] Dubois, D. and Prade, H., "Operations on fuzzy number," International
Journal of System Science, Vol. 9, No. 6, pp. 613-626, 1978.
[6] Huang, M. H., "Weg Performance Scale," Information and Management,
Vol. 2, No. 1, pp. 841-852, 2005.
[7] Hsieh T. H., "Research on developing an instrument of measuring
service quality on online auction," Master thesis, Dept. of Business
Administration, Soochow University, Taipei, 2006.
[8] Hwang, C. L. and Yoon, K., Multiple attribute decision making methods
and applications, New York: Springer-Verlag, 1981.
[9] InsightXplorer Limited. (2009, Jul.) Survey
of behaviors for online auction in Taiwan.
<http://www.insightxplorer.com/specialtopic/2009 7 auction.htm>.
[10] Kettinger, W. J. and Lee, C. C., "Perceived service quality and user
satisfaction with the information services function," Decision Science,
Vol. 25, No. 5, pp, 737-766, 1994.
[11] L. Pin, Electronic Commerce, Taichung: Tsang Hai Book Publishing
Co., 2007, ch 5.
[12] Loiacono, E. T., Waston, R. T. and Goodhue, D. L., "WEBQUALTM: a
measure of web site quality," in Evans, K. and Scheer, L. (Eds), Marketing
Educators- Conference: Marketing Theory and Applications, Vol. 13,
American Marketing Association, New York, NO, pp. 432- 437, 2002.
[13] Novak. T. P., Hoffman, D. L., and Yung, Y. F., "Measuring the customer
experience in online environments: a structural modeling approach,"
Marketing Science, Vol. 19, No. 1, pp. 22-42, 2000.
[14] Parasuraman, A., Zeithaml, V. A., and Berry, L. L., "SERVQUAL:
A multiple-item scale for measuring consumer perceptions of service
quality," Journal of Retailing, Vol. 64, NO. 1, pp.12-40, 1988.
[15] Pitt, L. F., Waston, R. T., and Kavan, C. B., "Service quality: a measure
of information systems effectiveness," MIS Quarterly, Vol. 19, No. 2, pp.
173-187, 1995.
[16] Pohekar, S. and Ramachandran, M., "Application of multi-criteria decision
making to sustainable energy planning - A view," Renewable and
Sustainable Energy Review, Vol. 8, pp. 365-381, 2004.
[17] Satty, T. L., The analytic hierarchy process: planning, priority setting,
New York: McGraw Hill International Book Co, 1980.
[18] Shih. T. L., "Decision-making factors of C2C online auction: a case
study of main online auction website in the cross-straits," Master thesis,
Dept. of Business Administration in International Commerce, Tamkang
University, Taipei, 2004.
[19] Shohreh, A. K., and Christine, B. I., "A proposal to assess the service
quality of online travel agencies: an exploratory study," Journal of
Professional Services Marketing, Vol. 21, No. 1, pp. 63-88, 2000.
[20] Tzeng, G. H, Teng, M. H., Chen, J. J. and Opricovic, S., "Multicriteria
selection for a restaurant location in Taipei," International Journal of
Hospitality Management, Vol. 21, pp. 171-187, 2002.
[21] Wolfinbarger, M. and Gilly, M. C., "eTailQ: dimensionalizing, measuring
and predicting retail quality," Journal of Retailing, Vol. 79, pp. 183-198,
2003.
[22] Xie, M., Wang H., and Goh, T. N., "Quality dimensions of internet
search engines," Journal of Information Science, Vol. 24, No. 5, pp. 365-
372, 1998.
[23] Yang, L. and Lee, H., "An AHP decision model for facility location
selection," Facilities, Vol. 15, pp. 241-254, 1997.
[24] Ye D. Y., Cheng C. H. and Huan K. C., "Applying fuzzy hierarchical
TOPSIS to evaluate portal site service quality," Journal of Management
& Systems, Vol. 15, NO. 3, pp. 439-466, Jul., 2008.
[25] Yuan Y. and Shaw, M. J., "Induction of fuzzy decision trees," Fuzzy Sets
and Systems, Vol. 69, pp. 125-139,1995.
[26] Zadeh, L. A., "Fuzzy sets," Information Control, Vol. 8, No. 3, pp. 338-
353, 1965.
[27] Zadeh, L. A., "The concept of a linguistic variable and its application
to approximate reasoning," Information Science (part I), Vol. 8, No. 3,
pp. 199-249, 1975.
[28] Zadeh, L. A., "The concept of a linguistic variable and its application
to approximate reasoning," Information Science (part II), Vol. 8, NO. 4,
pp. 301-357, 1975.
[29] Zadeh, L. A., "The concept of a linguistic variable and its application
to approximate reasoning," Information Science (part III), Vol. 9, No. 1,
pp. 43-80, 1976.
[30] Zhao, R. and Govind, R., "Algebraic characteristic of extended fuzzy
number," Information Science, Vol. 54, pp. 103-130, 1991.