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An Approach for Evaluating Website Quality in Hotel Industry Based on Triangular Intuitionistic Fuzzy Numbers
Volume 28, Issue 4 (2017), pp. 725–748
Dragisa Stanujkic   Edmundas Kazimieras Zavadskas   Darjan Karabasevic   Snezana Urosevic   Mladjan Maksimovic  

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https://doi.org/10.15388/Informatica.2017.153
Pub. online: 1 January 2017      Type: Research Article      Open accessOpen Access

Received
1 October 2015
Accepted
1 May 2016
Published
1 January 2017

Abstract

Compared to fuzzy numbers, intuitionistic fuzzy numbers provide greater opportunities for solving complex decision-making problems, especially when they are related to ambiguities, uncertainties and vagueness. However, their use is more complex, especially when it comes to ordinary users. Therefore, in this paper an approach adopted for evaluating alternatives on the basis of a smaller number of some more complex evaluation criteria is proposed. The approach is based on the use of linguistic variables, triangular intuitionistic fuzzy numbers, and the Hamming distance. At the end, a case study of hotels’ websites evaluation is given to demonstrate the practicality and effectiveness of the proposed approach, together with its limitations and weaknesses. Additionally, a new procedure for ranking intuitionistic fuzzy numbers is proposed and its use is verified.

References

 
Ashtiani, B., Haghighirad, F., Makui, A., Ali Montazer, G. (2009). Extension of fuzzy TOPSIS method based on interval-valued fuzzy sets. Applied Soft Computing, 9(2), 457–461.
 
Atanassov, K.T. (1986). Intuitionistic fuzzy sets. Fuzzy Sets and Systems, 20(1), 87–96.
 
Atanassov, K.T. (1994). New operations defined over the intuitionistic fuzzy sets. Fuzzy Sets and Systems, 61(2), 137–142.
 
Atanassov, K.T. (1999). Intuitionistic Fuzzy Sets. Physica-Verlag, Heidelberg, New York.
 
Bai, B., Law, R., Wen, I. (2008). The impact of website quality on customer satisfaction and purchase intentions: evidence from Chinese online visitors. International Journal of Hospitality Management, 27(3), 391–402.
 
Bellman, R.E., Zadeh, L.A. (1970). Decision-making in a fuzzy environment. Management Science, 17(4), 141–164.
 
Boran, F.E., Genc, S., Kurt, M., Akay, D. (2009). A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. Expert Systems with Applications, 36(8), 11363–11368.
 
Chen, T.Y. (2015). The inclusion-based TOPSIS method with interval-valued intuitionistic fuzzy sets for multiple criteria group decision making. Applied Soft Computing, 26, 57–73.
 
Chen, S.M., Tan, J.M. (1994). Handling multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets and Systems, 67(2), 163–172.
 
Chen, T.Y., Tsao, C.Y. (2008). The interval-valued fuzzy TOPSIS method and experimental analysis. Fuzzy Sets and Systems, 159(11), 1410–1428.
 
Chu, C.H., Guo, Y.J. (2015). Developing similarity based IPA under intuitionistic fuzzy sets to assess leisure bikeways. Tourism Management, 47, 47–57.
 
De, S.K., Biswas, R., Roy, A.R. (2001). An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets and Systems, 117(2), 209–213.
 
Dubois, D., Prade, H. (1980). Fuzzy Sets and Systems: Theory and Application. Academic Press, New York.
 
Ertugrul, I., Karakasoglu, N. (2009). Performance evaluation of Turkish cement firms with fuzzy analytic hierarchy process and TOPSIS methods. Expert Systems with Applications, 36(1), 702–715.
 
Hashemi, S.S., Hajiagha, S.H.R., Zavadskas, E.K., Mahdiraji, H.A. (2015). Multicriteria group decision making with ELECTRE III method based on interval-valued intuitionistic fuzzy information. Applied Mathematical Modelling, 40(2), 1554–1564.
 
Hashemkhani Zolfani, S., Sedaghat, M., Maknoon, R., Zavadskas, E.K. (2015). Sustainable tourism: a comprehensive literature review on frameworks and applications. Economic Research – Ekonomska Istrazivanja, 28(1), 1–30.
 
Hong, D.H., Choi, C.H. (2000). Multicriteria fuzzy decision–making problems based on vague set theory. Fuzzy Sets and Systems, 114(1), 103–113.
 
Kahraman, C., Onar, S.C., Oztaysi, B. (2015). Fuzzy multicriteria decision-making: a literature review. International Journal of Computational Intelligence Systems, 8(4), 637–666.
 
Law, R., Cheung, C. (2005). Weighing of hotel website dimensions and attributes. In: Frew, A.J. (Ed.), Information and Communication Technologies in Tourism. Springer, Vienna, pp. 350–359.
 
Law, R., Qi, Buhalis D, S. (2010). Progress in tourism management: a review of website evaluation in tourism research. Tourism Management, 31(3), 297–313.
 
Liu, H.W., Wang, G.J. (2007). Multi-criteria decision-making methods based on intuitionistic fuzzy sets. European Journal of Operational Research, 179(1), 220–233.
 
Lin, L., Yuan, X.H., Xia, Z.Q. (2007). Multicriteria fuzzy decision-making methods based on intuitionistic fuzzy sets. Journal of Computer and System Sciences, 73(1), 84–88.
 
Lu, Z., Lu, J., Zhang, C. (2002). Website development and evaluation in the Chinese tourism industry. Networks and Communication Studies, 16(3–4), 191–208.
 
Lu, Y., Deng, Wang B, Z. (2007). Analysis and evaluation of tourism e-commerce websites in China. International Journal of Services, Economics and Management, 1(1), 6–23.
 
Mardani, A., Jusoh, A., Zavadskas, E.K. (2015a). Fuzzy multiple criteria decision-making techniques and applications – two decades review from 1994 to 2014. Expert Systems with Applications, 42(8), 4126–4148.
 
Mardani, A., Jusoh, A., MD Nor, K., Khalifah, Z., Zakwan, N., Valipour, A. (2015b). Multiple criteria decision-making techniques and their applications – a review of the literature from 2000 to 2014. Economic Research – Ekonomska Istrazivanja, 28(1), 516–571.
 
Mardani, A., Jusoh, A., Zavadskas, E.K., Khalifah, Z., Nor K, M.D. (2015c). Application of multiple criteria decision making techniques and approaches to evaluating of service quality: a systematic review of the literature. Journal of Business Economics and Management, 16(5), 1034–1068.
 
Meng, F., Chen, X. (2016). Entropy and similarity measure of Atanassov’s intuitionistic fuzzy sets and their application to pattern recognition based on fuzzy measures. Pattern Analysis and Applications, 19(1), 11–20.
 
Mitchell, H.B. (2004). Ranking-intuitionistic fuzzy numbers. International Journal of Uncertainty, Fuzziness and Knowledge – Based Systems, 12(3), 377–386.
 
Morrison, A.M., Taylor, S., Morrison, A.J., Morrison, A.D. (1999). Marketing small hotels on the world wide web. Information Technology & Tourism, 2(2), 97–113.
 
Morrison, A.M., Taylor, J.S., Douglas, A. (2005). Website evaluation in tourism and hospitality: the art is not yet stated. Journal of Travel & Tourism Marketing, 17(2–3), 233–251.
 
Park, J.H., Park, I.Y., Kwun, Y.C., Tan, X. (2011). Extension of the TOPSIS method for decision making problems under interval-valued intuitionistic fuzzy environment. Applied Mathematical Modelling, 35(5), 2544–2556.
 
Poklepovic, T., Arneric, J., Erjavec, N. (2013). Different perspectives of web site performance analysis from Croatian hotels. In: The 6th International Conference on Information Technology, ICIT 2013, Amman, Jordan, pp. 8–10. 2013.
 
Razavi Hajiagha, S.H., Akrami, H., Zavadskas, E.K., Hashemi, S.S. (2013a). An intuitionistic fuzzy data envelopment analysis for efficiency evaluation under uncertainty: case of a finance and credit institution. E & M Ekonomie a Management, 16(1), 128–137.
 
Razavi Hajiagha, S.H., Hashemi, S.S., Zavadskas, E.K. (2013b). A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment. Technological and Economic Development of Economy, 19(1), 22–37.
 
Seikh, M.R., Nayak, P.K., Pal, M. (2013). Notes on triangular intuitionistic fuzzy numbers. International Journal of Mathematics in Operational Research, 5(4), 446–465.
 
Shen, F., Xu, J., Xu, Z. (2016). An outranking sorting method for multi-criteria group decision making using intuitionistic fuzzy sets. Information Sciences, 334, 338–353.
 
Spremic, M., Strugar, I. (2008). Towards a framework for hotel website evaluation. International Journal of Applied Mathematics and Informatics, 1(2), 28–36.
 
Stanujkic, D. (2013). An extension of the MOORA method for solving fuzzy decision making problems. Technological and Economic Development of Economy, 19(sup1), S228–S255.
 
Stanujkic, D., Djordjevic, B., Ivanov, S. (2012). Measuring web site quality in the hotel industry using GRA: a case of the Serbian rural area. In: International Scientific Conference – UNITECH’12, 16–17 November, 2012„ Gabrovo, Bulgaria,
 
Stanujkic, D., Zavadskas, E.K., Tamosaitiene, J. (2015). An approach to measuring website quality in the rural tourism industry based on Atanassov intuitionistic fuzzy sets. E & M Ekonomie a Management, 18(4), 184–198.
 
Stetic, S. (2003). Strategija razvoja i plasmana turisticke destinacije. International Sciences Journal – Turizam, 7, 7–9. (in Serbian).
 
Wan, S.P., Wang, Q.Y., Dong, J.Y. (2013). The extended VIKOR method for multi-attribute group decision making with triangular intuitionistic fuzzy numbers. Knowledge-Based Systems, 52, 65–77.
 
Wang, X. (2008). Fuzzy number intuitionistic fuzzy arithmetic aggregation operators. International Journal of Fuzzy Systems, 10(2), 104–111.
 
Wang, X., Gao, Z., Wei, G. (2011). An approach to archives websites’ performance evaluation in our country with interval intuitionistic fuzzy information. AISS: Advances in Information Sciences and Service Sciences, 3(7), 112–117.
 
Wu, J., Cao, Q.W. (2013). Same families of geometric aggregation operators with intuitionistic trapezoidal fuzzy numbers. Applied Mathematical Modelling, 37(1), 318–327.
 
Xu, Z. (2007). Intuitionistic fuzzy aggregation operators. IEEE Transactions on Fuzzy Systems, 15(6), 1179–1187.
 
Xu, Z. (2010). Choquet integrals of weighted intuitionistic fuzzy information. Information Sciences, 180(5), 726–736.
 
Xu, Z.S., Chen, J. (2007). Approach to group decision making based on interval-valued intuitionistic judgement matrices. Systems Engineering-Theory & Practice, 27(4), 126–133.
 
Xu, Z., Yager, R.R. (2006). Some geometric aggregation operators based on intuitionistic fuzzy sets. International Journal of General Systems, 35(4), 417–433.
 
Xu, Z., Yager, R.R. (2008). Dynamic intuitionistic fuzzy multi-attribute decision making. International Journal of Approximate Reasoning, 48(1), 246–262.
 
Yadav, S.P., Kumar, S. (2009). A multi-criteria interval-valued intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. In: Rough Sets, Fuzzy Sets, Data Mining and Granular Computing. Springer, Berlin, Heidelberg, pp. 303–312.
 
Ye, J. (2009). Multicriteria fuzzy decision-making method based on a novel accuracy function under interval-valued intuitionistic fuzzy environment. Expert Systems with Applications, 36(3), 6899–6902.
 
Ye, F. (2010). An extended TOPSIS method with interval-valued intuitionistic fuzzy numbers for virtual enterprise partner selection. Expert Systems with Applications, 37(10), 7050–7055.
 
Zadeh, L.A. (1965). Fuzzy sets. Information and Control, 8(3), 338–353.
 
Zafiropoulos, C., Vrana, V. (2006). A framework for the evaluation of hotel websites: the case of Greece. Information Technology & Tourism, 8(3–4), 3–4.
 
Zavadskas, E.K., Turskis, Z. (2011). Multiple criteria decision making (MCDM) methods in economics: an overview. Technological and Economic Development of Economy, 2, 397–427.
 
Zavadskas, E.K., Antucheviciene, J., Hajiagha, S.H.R., Hashemi, S.S. (2014). Extension of weighted aggregated sum product assessment with interval-valued intuitionistic fuzzy numbers (WASPAS-IVIF). Applied Soft Computing, 24, 1013–1021.
 
Zavadskas, E.K., Antucheviciene, J., Hajiagha, S.H.R., Hashemi, S.S. (2015). The interval-valued intuitionistic fuzzy MULTIMOORA method for group decision making in engineering. Mathematical Problems in Engineering, Article No. 560690.
 
Zhang, X., Liu, P. (2010). Method for aggregating triangular fuzzy intuitionistic fuzzy information and its application to decision making. Technological and Economic Development of Economy, 16(2), 280–290.
 
Zhou, W., He, J.M. (2014). Interval-valued intuitionistic fuzzy ordered precise weighted aggregation operator and its application in group decision making. Technological and Economic Development of Economy, 20(4), 648–672.

Biographies

Stanujkic Dragisa
dstanujkic@tfbor.bg.ac.rs

D. Stanujkic is an associate professor at Technical Faculty in Bor, University of Belgrade, Serbia. His current research has been focused on the decision-making theory, expert systems and intelligent decision support systems.

Zavadskas Edmundas Kazimieras
edmundas.zavadskas@vgtu.lt

E.K. Zavadskas is a professor, Head of the Department of Construction Technology and Management at Vilnius Gediminas Technical University, Vilnius, Lithuania, and senior researcher at Research Institute of Internet and Intelligent Technologies. He has a PhD in building structures (1973) and DrSc (1987) in building technology and management. He is a member of the Lithuanian and several foreign Academies of Sciences. He is Doctore Honoris Causa at Poznan, Saint-Petersburg, and Kiev universities. He is Editor in Chief and a member of editorial boards of a number of research journals. He is author and co-author of more than 400 papers and a number of monographs. Research interests are: building technology and management, decision-making theory, automation in design and decision support systems.

Karabasevic Darjan
darjankarabasevic@gmail.com

D. Karabasevic is an assistant professor of management at the Faculty of Applied Management, Economics and Finance, University Business Academy in Novi Sad, Serbia. His current research has been focused on the human resource management, management and decision-making theory.

Urosevic Snezana
surosevic@tf.bor.ac.rs

S. Urosevic is an associate professor at the Technical Faculty in Bor, University of Belgrade, Serbia. She is a member of the editorial boards of several national and international journals, a member of the scientific boards of several international conferences, and is currently a researcher in two national projects. Her areas of interest include human resource management and environmental management.

Maksimovic Mladjan
mladjan21@yahoo.com

M. Maksimovic is an assistant professor of management at the Faculty of Applied Management, Economics and Finance, University Business Academy in Novi Sad, Serbia. His current research has been focused on the management, sustainable development and tourism.


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Keywords
intuitionistic fuzzy sets triangular intuitionistic fuzzy number aggregation operator hamming distance hotel website evaluation

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