A dual hesitation fuzzy VIKOR method with incomplete attribute weights for property service quality evaluation

    Jingjing An Info
    Xingxian Zhang Info
    Lijun Liu Info
    Wenjin Zuo Info
DOI: https://doi.org/10.3846/ijspm.2025.24035

Abstract

The evaluation of property service quality is a typical multi-index evaluation problem, which has the characteristics of comprehensiveness and incomplete information in the modern service industry environment. To solve the above problem, we propose a dual hesitation fuzzy VIKOR comprehensive decision method based on incomplete attribute weights for evaluating property service quality. The method integrates innovative distance measurement, comprehensive weighting, and VIKOR decision technology to address challenges such as incomplete information, unknown weights, and evaluator hesitation. By incorporating the information value of dual hesitation fuzzy set hesitancy, we have designed a new distance measurement formula and developed a comprehensive weighting method that combines subjective and objective data. The dual hesitation fuzzy VIKOR model utilizes these tools to calculate utility values and regret values in order to make scientifically grounded decisions. This approach provides robust support for enhancing property service quality and demonstrates broad potential applications in fuzzy information processing and other domains.

Keywords:

property service quality evaluation, dual hesitant fuzzy set, distance measure, incomplete attribute weights, VIKOR

How to Cite

An, J., Zhang, X., Liu, L., & Zuo, W. (2025). A dual hesitation fuzzy VIKOR method with incomplete attribute weights for property service quality evaluation. International Journal of Strategic Property Management, 29(3), 174–195. https://doi.org/10.3846/ijspm.2025.24035

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Published in Issue
June 20, 2025
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References

Ali, J., Bashir, Z., & Rashid, T. (2022). A multi-criteria group decision-making approach based on revised distance measures under dual hesitant fuzzy setting with unknown weight information. Soft Computing, 26(17), 8387–8401. https://doi.org/10.1007/s00500-022-07208-3

Anderson, R. E. (1973). Consumer dissatisfaction: The effect of disconfirmed expectancy on perceived product performance. Journal of Marketing Research, 10(1), 38–44. https://doi.org/10.2307/3149407

Arora, R., & Garg, H. (2019). Group decision-making method based on prioritized linguistic intuitionistic fuzzy aggregation operators and its fundamental properties. Computational and Applied Mathematics, 38(2), Article 36. https://doi.org/10.1007/s40314-019-0764-1

Atanassov, K. T. (1986). Intuitionistic fuzzy sets. Fuzzy Sets and Systems, 20(1), 87–96. https://doi.org/10.1016/s0165-0114(86)80034-3

Aydoğan, B., Olgun, M., Smarandache, F., & Ünver, M. (2024). A decision‐making approach incorporating TODIM method and sine entropy in q‐rung picture fuzzy set setting. Journal of Applied Mathematics, 2024, Article 3798588. https://doi.org/10.1155/2024/3798588

Brady, M. K., & Cronin, J. (2001). Some new thoughts on conceptualizing perceived service quality: A hierarchical approach. Journal of Marketing, 65(3), 34–49. https://doi.org/10.1509/jmkg.65.3.34.18334

Cardozo, R. N. (1965). An experimental study of customer effort, expectation, and satisfaction. Journal of Marketing Research, 2(3), 244–249. https://doi.org/10.1177/002224376500200303

Gomes, L. F. A. M., & Luis, A. D. R. (2009). An application of the TODIM method to the multicriteria rental evaluation of residential properties. European Journal of Operational Research, 193(1), 205–211. https://doi.org/10.1016/j.ejor.2007.10.046

Gronroos, C. (2000). Service management and marketing: A customer relationship management approach. John Wiley & Sons. https://www.researchgate.net/publication/215915793

Guo, B., Zhang, Y., & Cao, X. (2019). Well-being of residents in old residential quarters based on multi-sorted Logit model. Journal of Ambient Intelligence and Humanized Computing, 10(8), 3181–3191. https://doi.org/10.1007/s12652-018-1035-5

Huang, G. L., & Li, J. Z. (2013). Research on customer satisfaction evaluation of residential district property management. China Economist, 25(6), 23–24. https://www.cnki.com.cn/Article/CJFDTOTAL-JJSS201306009.htm

Huo, Y. B. (2010). Study on service quality evaluation of property management based on SERVQUAL. Journal of Nanjing University of Finance and Economics, 17(2), 81–84. https://www.cnki.com.cn/Article/CJFDTotal-NJJJ201002016.htm

Kim, J. H., & Ahn, B. S. (2019). Extended VIKOR method using incomplete criteria weights. Expert Systems with Applications, 126(7), 124–132. https://doi.org/10.1016/j.eswa.2019.02.019

Lei, W. J., Ma, W. M., & Sun, B. Z. (2024). Three-way group decision based on regret theory under dual hesitant fuzzy environment: An application in water supply alternatives selection. Expert Systems with Applications, 237, Article 121249. https://doi.org/10.1016/j.eswa.2023.121249

Li, D. F., & Wan, S. P. (2014). Fuzzy heterogeneous multiattribute decision making method for outsourcing provider selection. Expert Systems with Applications, 41(6), 3047–3059. https://doi.org/10.1016/j.eswa.2013.10.036

Lin, M., Chen, Z., Xu, Z., & Herrera, F. (2021). Score function based on concentration degree for probabilistic linguistic term sets: An application to TOPSIS and VIKOR. Information Sciences, 551, 270–290. https://doi.org/10.1016/j.ins.2020.10.061

Liu, P. D., & Wang, P. (2018). Multiple-attribute decision-making based on archimedean bonferroni operators of q-rung orthopair fuzzy numbers. IEEE Transactions on Fuzzy Systems, 27(5), 834–848. https://doi.org/10.1109/TFUZZ.2018.2826452

Liu, P. D., & Zhang, X. H. (2018). Approach to multi-attributes decision making with intuitionistic linguistic information based on Dempster-Shafer evidence theory. IEEE Access, 6, 52969–52981. https://doi.org/10.1109/ACCESS.2018.2869844

Liu, Y., Tariq, M., Khan S., & Abdullah, S. (2024). Complex dual hesitant fuzzy TODIM method and their application in Russia-Ukraine war’s impact on global economy. Complex and Intelligent Systems, 10(1), 639–653. https://doi.org/10.1007/s40747-023-01163-8

Lo, K. K., Hui, E. C. M., & Ching, R. H. F. (2013). Analytic hierarchy process approach for competitive property management attributes. Facilities, 31, 84–96. https://doi.org/10.1108/02632771311292536

Mesarovic, M. D., & Takahara, Y. (1972). On a qualitative theory of satisfactory control. Information Sciences, 4(4), 291–313. https://doi.org/10.1016/S0020-0255(72)80018-5

Olshavsky, R. W., & Miller, J. A. (1972). Consumer expectations, product performance, and perceived product quality. Journal of Marketing Research, 9(1), 19–21. https://doi.org/10.1177/002224377200900105

Opricovic, S., & Tzeng, G. H. (2002). Multicriteria planning of post-earthquake sustainable reconstruction. Computer-Aided Civil and Infrastructure Engineering, 17, 211–220. https://doi.org/10.1111/1467-8667.00269

Opricovic, S., & Tzeng, G. H. (2007). Extended VIKOR method in comparison with outranking methods. European Journal of Operational Research, 178, 514–529. https://doi.org/10.1016/j.ejor.2006.01.020

Opricovic, S. (2011). Fuzzy VIKOR with an application to water resources planning. Expert Systems with Applications, 38(10), 12983–12990. https://doi.org/10.1016/j.eswa.2011.04.097

Opricovic, S., & Tzeng, G. H. (2004). Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS. European Journal of Operational Research, 156, 445–455. https://doi.org/10.1016/S0377-2217(03)00020-1

Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49(4), 41–50. http://doi.org/10.2307/1251430

Ren, Z. L., Xu, Z. S., & Wang, H. (2017). Dual hesitant fuzzy VIKOR method for multi-criteria group decision making based on fuzzy measure and new comparison method. Information Sciences, 388–389, 1–16. https://doi.org/10.1016/j.ins.2017.01.024

Riaz, M., & Tehrim, S. T. (2021). A robust extension of VIKOR method for bipolar fuzzy sets using connection numbers of SPA theory based metric spaces. Artificial Intelligence Review, 54, 561–591. https://doi.org/10.1007/s10462-020-09859-w

Sarkar, B., & Biswas, A. (2022). A multi-criteria decision making approach for strategy formulation using Pythagorean fuzzy logic. Expert Systems, 39(1), Article e12802. https://doi.org/10.1111/exsy.12802

Sha, X. Y., Yin, C. C., Xu, Z. S., & Zhang, S. (2021). Probabilistic hesitant fuzzy TOPSIS emergency decision-making method based on the cumulative prospect theory. Journal of Intelligent and Fuzzy Systems, 40(3), 4367–4383. https://doi.org/10.3233/jifs-201119

Shiu, J. Y., Lu, S. T., Chang, D. S., & Wu, K. W. (2016). Fuzzy multicriteria decision-making tools for selecting a professional property management company. International Transactions in Operational Research, 26(4), 1527–1557. https://doi.org/10.1111/itor.12356

Singh, P. (2015). Distance and similarity measures for multiple-attribute decision making with dual hesitant fuzzy sets. Computational and Applied Mathematics, 36(1), 111–126. https://doi.org/10.1007/s40314-015-0219-2

Song, C. Y., Xu, Z. S., & Zhang, Y. X. (2024). An enhanced interactive and multi-criteria decision-making (TODIM) method with probabilistic dual hesitant fuzzy sets for risk evaluation of arctic geopolitics. Cognitive Computation, 16(2), 727–739. https://doi.org/10.1007/s12559-023-10229-1

Su, Z., Xu, Z. S., & Liu, H. (2015). Distance and similarity measures for dual hesitant fuzzy sets and their applications in pattern recognition. Journal of Intelligent and Fuzzy Systems, 29(2), 731–745. https://doi.org/10.3233/ifs-141474

Sun, G., & Wang, M. (2024). Pythagorean fuzzy information processing based on centroid distance measure and its applications. Expert Systems with Applications, 236, Article 121295. https://doi.org/10.1016/j.eswa.2023.121295

Torra, V. (2010). Hesitant fuzzy sets. International Journal of Intelligent Systems, 25, 529–539. https://doi.org/10.1002/int.20418

Wang, Y. L., & Tzeng, G. (2012). Brand marketing for creating brand value based on a MCDM model combining DEMATEL with ANP and VIKOR methods. Expert Systems with Applications, 39, 5600–5615. https://doi.org/10.1016/j.eswa.2011.11.057

Wu, T, Liu, X. W., & Qin, J. D. (2018). A linguistic solution for double large-scale group decision-making in e-commerce. Computers and Industrial Engineering, 116, 97–112. https://doi.org/10.1016/j.cie.2017.11.032

Yang, G. X., & Shen, S. (2012). Evaluation of property service satisfaction in urban residential communities: A case study of Xuzhou City. Research on Development, 28(1), 156–160. https://www.cnki.com.cn/Article/CJFDTOTAL-KFYJ201201038.htm

Yang, Y. P., Shieh, H. M., & Tzeng, G. H. (2013). A VIKOR technique based on DEMATEL and ANP for information security risk control assessment. Information Sciences, 232, 482–500. https://doi.org/10.1016/j.ins.2011.09.012

Yu, G. F., & Zuo, W. J. (2024). A novel grade assessment method for cybersecurity situation of online retailing with decision makers’ bounded rationality. Information Sciences, 667, Article 120476. https://doi.org/10.1016/j.ins.2024.120476

Zadeh, L. A. (1965). Fuzzy sets. Information and Control, 8(5), 338–353. https://doi.org/10.21236/ad0608981

Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1993). The nature and determinants of customer expectations of service. Journal of the Academy of Marketing Science, 21(1), 1–12. https://doi.org/10.1177/0092070393211001

Zeng, W. Y., Ma, R., & Xu, Z. S. (2022). Some novel distance measures between dual hesitant fuzzy sets and their application in medical diagnosis. International Journal of Intelligent Systems, 37(11), 8653–8671. https://doi.org/10.1002/int.22960

Zhu, B., Xu, Z. S., & Xia, M. M. (2012). Dual hesitant fuzzy sets. Journal of Applied Mathematics, 11, 2607–2645. https://doi.org/10.1155/2012/879629

Zuo, W. J., Li, D. F., & Yu, G. F. (2020). A general multi-attribute multi-scale decision making method based on dynamic LINMAP for property perceived service quality evaluation. Technological and Economic Development of Economy, 26(5), 1052–1073. https://doi.org/10.3846/tede.2020.12726

Zuo, W. J., Li, D. F., Yu, G. F., & Zhang, L. P. (2019). A large group decision-making method and its application to the evaluation of property perceived service quality. Journal of Intelligent and Fuzzy Systems, 37(1), 1513–1527. https://doi.org/10.3233/JIFS-182934

Zuo, W. J., Liu, L. J., Hu, Q., Zeng, S. Z., & Hu, Z. M. (2023). A property perceived service quality evaluation method for public buildings based on multisource heterogeneous information fusion. Engineering Applications of Artificial Intelligence, 122, Article 106070. https://doi.org/10.1016/j.engappai.2023.106070

Zuo, W. J., Yu, D. J., Hu, Q., & Liu, L. J. (2024). A big data quality evaluation method based on group heterogeneity rationality perception information fusion. Computers and Industrial Engineering, 190, Article 110009. https://doi.org/10.1016/j.cie.2024.110009

Zuo, W. J., Zhang, X. X., Zeng, S. Z., & Liu, L. J. (2021). A LINMAP method based on the bounded rationality of evaluators for property service quality evaluation. IEEE Access, 9, 122668–122684. https://doi.org/10.1109/ACCESS.2021.3109296

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2025-06-20

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How to Cite

An, J., Zhang, X., Liu, L., & Zuo, W. (2025). A dual hesitation fuzzy VIKOR method with incomplete attribute weights for property service quality evaluation. International Journal of Strategic Property Management, 29(3), 174–195. https://doi.org/10.3846/ijspm.2025.24035

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