{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,13]],"date-time":"2025-12-13T23:05:26Z","timestamp":1765667126880,"version":"3.40.3"},"publisher-location":"Cham","reference-count":43,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319195148"},{"type":"electronic","value":"9783319195155"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19515-5_13","type":"book-chapter","created":{"date-parts":[[2015,6,11]],"date-time":"2015-06-11T12:10:52Z","timestamp":1434024652000},"page":"157-169","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["An Interval-Valued Hesitant Fuzzy TOPSIS Method to Determine the Criteria Weights"],"prefix":"10.1007","author":[{"given":"Reza","family":"Tavakkoli-Moghaddam","sequence":"first","affiliation":[]},{"given":"Hossein","family":"Gitinavard","sequence":"additional","affiliation":[]},{"given":"Seyed Meysam","family":"Mousavi","sequence":"additional","affiliation":[]},{"given":"Ali","family":"Siadat","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,12]]},"reference":[{"issue":"5","key":"13_CR1","doi-asserted-by":"publisher","first-page":"1660","DOI":"10.1016\/j.cor.2006.09.026","volume":"35","author":"BS Ahn","year":"2008","unstructured":"Ahn, B.S., Park, K.S.: Comparing methods for multiattribute decision making with ordinal weights. Comput. Oper. Res. 35(5), 1660\u20131670 (2008)","journal-title":"Comput. Oper. Res."},{"issue":"11","key":"13_CR2","doi-asserted-by":"publisher","first-page":"1515","DOI":"10.1287\/mnsc.42.11.1515","volume":"42","author":"FH Barron","year":"1996","unstructured":"Barron, F.H., Barrett, B.E.: Decision quality using ranked attribute weights. Manage. Sci. 42(11), 1515\u20131523 (1996)","journal-title":"Manage. Sci."},{"issue":"1","key":"13_CR3","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/0377-2217(86)90157-8","volume":"26","author":"T Solymosi","year":"1986","unstructured":"Solymosi, T., Dombi, J.: A method for determining the weights of criteria: the centralized weights. Eur. J. Oper. Res. 26(1), 35\u201341 (1986)","journal-title":"Eur. J. Oper. Res."},{"issue":"6","key":"13_CR4","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1016\/S0305-0483(01)00044-5","volume":"29","author":"PA Bottomley","year":"2001","unstructured":"Bottomley, P.A., Doyle, J.R.: A comparison of three weight elicitation methods: good, better, and best. Omega 29(6), 553\u2013560 (2001)","journal-title":"Omega"},{"key":"13_CR5","volume-title":"Decision Analysis for Management Judgment","author":"P Goodwin","year":"2004","unstructured":"Goodwin, P., Wright, G., Phillips, L.D.: Decision Analysis for Management Judgment. Wiley, London (2004)"},{"key":"13_CR6","doi-asserted-by":"crossref","DOI":"10.1201\/b11032","volume-title":"Multiple Attribute Decision Making: Methods and Applications","author":"G-H Tzeng","year":"2011","unstructured":"Tzeng, G.-H., Huang, J.-J.: Multiple Attribute Decision Making: Methods and Applications. CRC Press, New York (2011)"},{"issue":"3","key":"13_CR7","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1016\/0377-2217(87)90249-9","volume":"29","author":"E Takeda","year":"1987","unstructured":"Takeda, E., Cogger, K., Yu, P.: Estimating criterion weights using eigenvectors: a comparative study. Eur. J. Oper. Res. 29(3), 360\u2013369 (1987)","journal-title":"Eur. J. Oper. Res."},{"issue":"6","key":"13_CR8","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1002\/mcda.320","volume":"11","author":"R Roberts","year":"2002","unstructured":"Roberts, R., Goodwin, P.: Weight approximations in multi-attribute decision models. J. Multi-Criteria Decis. Anal. 11(6), 291\u2013303 (2002)","journal-title":"J. Multi-Criteria Decis. Anal."},{"issue":"1","key":"13_CR9","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1006\/obhd.1997.2694","volume":"70","author":"JR Doyle","year":"1997","unstructured":"Doyle, J.R., Green, R.H., Bottomley, P.A.: Judging relative importance: direct rating and point allocation are not equivalent. Organ. Behav. Hum. Decis. Process. 70(1), 65\u201372 (1997)","journal-title":"Organ. Behav. Hum. Decis. Process."},{"issue":"7","key":"13_CR10","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1287\/mnsc.30.7.801","volume":"30","author":"D Horsky","year":"1984","unstructured":"Horsky, D., Rao, M.: Estimation of attribute weights from preference comparisons. Manage. Sci. 30(7), 801\u2013822 (1984)","journal-title":"Manage. Sci."},{"issue":"3","key":"13_CR11","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/BF02291658","volume":"38","author":"V Srinivasan","year":"1973","unstructured":"Srinivasan, V., Shocker, A.D.: Linear programming techniques for multidimensional analysis of preferences. Psychometrika 38(3), 337\u2013369 (1973)","journal-title":"Psychometrika"},{"issue":"2","key":"13_CR12","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1016\/S0377-2217(03)00146-2","volume":"156","author":"X Xu","year":"2004","unstructured":"Xu, X.: A note on the subjective and objective integrated approach to determine attribute weights. Eur. J. Oper. Res. 156(2), 530\u2013532 (2004)","journal-title":"Eur. J. Oper. Res."},{"issue":"14","key":"13_CR13","doi-asserted-by":"publisher","first-page":"1608","DOI":"10.1016\/j.fss.2007.01.013","volume":"158","author":"Z Wu","year":"2007","unstructured":"Wu, Z., Chen, Y.: The maximizing deviation method for group multiple attribute decision making under linguistic environment. Fuzzy Sets Syst. 158(14), 1608\u20131617 (2007)","journal-title":"Fuzzy Sets Syst."},{"issue":"8","key":"13_CR14","doi-asserted-by":"publisher","first-page":"833","DOI":"10.1016\/j.knosys.2008.03.038","volume":"21","author":"G-W Wei","year":"2008","unstructured":"Wei, G.-W.: Maximizing deviation method for multiple attribute decision making in intuitionistic fuzzy setting. Knowl.-Based Syst. 21(8), 833\u2013836 (2008)","journal-title":"Knowl.-Based Syst."},{"issue":"10","key":"13_CR15","doi-asserted-by":"publisher","first-page":"963","DOI":"10.1016\/S0305-0548(99)00069-6","volume":"27","author":"H Deng","year":"2000","unstructured":"Deng, H., Yeh, C.-H., Willis, R.J.: Inter-company comparison using modified TOPSIS with objective weights. Comput. Oper. Res. 27(10), 963\u2013973 (2000)","journal-title":"Comput. Oper. Res."},{"issue":"1","key":"13_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.mcm.2009.07.016","volume":"51","author":"Y-M Wang","year":"2010","unstructured":"Wang, Y.-M., Luo, Y.: Integration of correlations with standard deviations for determining attribute weights in multiple attribute decision making. Math. Comput. Modell. 51(1), 1\u201312 (2010)","journal-title":"Math. Comput. Modell."},{"issue":"2","key":"13_CR17","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1016\/S0377-2217(98)00141-6","volume":"112","author":"J Ma","year":"1999","unstructured":"Ma, J., Fan, Z.-P., Huang, L.-H.: A subjective and objective integrated approach to determine attribute weights. Eur. J. Oper. Res. 112(2), 397\u2013404 (1999)","journal-title":"Eur. J. Oper. Res."},{"issue":"11","key":"13_CR18","doi-asserted-by":"publisher","first-page":"3233","DOI":"10.1007\/s13369-012-0430-z","volume":"38","author":"SM Mousavi","year":"2013","unstructured":"Mousavi, S.M., Torabi, S.A., Tavakkoli-Moghaddam, R.: A hierarchical group decision-making approach for new product selection in a fuzzy environment. Arab. J. Sci. Eng. 38(11), 3233\u20133248 (2013)","journal-title":"Arab. J. Sci. Eng."},{"issue":"2","key":"13_CR19","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/s10726-011-9259-1","volume":"22","author":"SM Mousavi","year":"2013","unstructured":"Mousavi, S.M., Jolai, F., Tavakkoli-Moghaddam, R.: A fuzzy stochastic multi-attribute group decision-making approach for selection problems. Group Decis. Negot. 22(2), 207\u2013233 (2013)","journal-title":"Group Decis. Negot."},{"issue":"1","key":"13_CR20","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.asoc.2012.08.020","volume":"13","author":"B Vahdani","year":"2013","unstructured":"Vahdani, B., Tavakkoli-Moghaddam, R., Mousavi, S.M., Ghodratnama, A.: Soft computing based on new interval-valued fuzzy modified multi-criteria decision-making method. Appl. Soft Comput. 13(1), 165\u2013172 (2013)","journal-title":"Appl. Soft Comput."},{"issue":"18","key":"13_CR21","doi-asserted-by":"publisher","first-page":"5307","DOI":"10.1080\/00207540902933155","volume":"48","author":"B Vahdani","year":"2010","unstructured":"Vahdani, B., Zandieh, M.: Selecting suppliers using a new fuzzy multiple criteria decision model: the fuzzy balancing and ranking method. Int. J. Prod. Res. 48(18), 5307\u20135326 (2010)","journal-title":"Int. J. Prod. Res."},{"issue":"7","key":"13_CR22","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1016\/j.ins.2009.11.046","volume":"180","author":"R Parreiras","year":"2010","unstructured":"Parreiras, R., et al.: A flexible consensus scheme for multicriteria group decision making under linguistic assessments. Inf. Sci. 180(7), 1075\u20131089 (2010)","journal-title":"Inf. Sci."},{"issue":"11","key":"13_CR23","doi-asserted-by":"publisher","first-page":"2363","DOI":"10.1016\/j.ins.2006.12.019","volume":"177","author":"Z Xu","year":"2007","unstructured":"Xu, Z.: Intuitionistic preference relations and their application in group decision making. Inf. Sci. 177(11), 2363\u20132379 (2007)","journal-title":"Inf. Sci."},{"issue":"7","key":"13_CR24","doi-asserted-by":"publisher","first-page":"2029","DOI":"10.1007\/s11269-013-0271-x","volume":"27","author":"H Hashemi","year":"2013","unstructured":"Hashemi, H., Bazargan, J., Mousavi, S.M.: A compromise ratio method with an application to water resources management: an intuitionistic fuzzy set. Water Resour. Manage 27(7), 2029\u20132051 (2013)","journal-title":"Water Resour. Manage"},{"key":"13_CR25","doi-asserted-by":"crossref","unstructured":"Torra, V., Narukawa, Y.: On hesitant fuzzy sets and decision. In: IEEE International Conference on Fuzzy Systems, 2009, FUZZ-IEEE 2009. IEEE (2009)","DOI":"10.1109\/FUZZY.2009.5276884"},{"issue":"6","key":"13_CR26","first-page":"529","volume":"25","author":"V Torra","year":"2010","unstructured":"Torra, V.: Hesitant fuzzy sets. Int. J. Int. Syst. 25(6), 529\u2013539 (2010)","journal-title":"Int. J. Int. Syst."},{"key":"13_CR27","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1016\/j.knosys.2012.09.009","volume":"37","author":"N Chen","year":"2013","unstructured":"Chen, N., Xu, Z., Xia, M.: Interval-valued hesitant preference relations and their applications to group decision making. Knowl.-Based Syst. 37, 528\u2013540 (2013)","journal-title":"Knowl.-Based Syst."},{"key":"13_CR28","first-page":"55","volume":"288","author":"J-q Wang","year":"2014","unstructured":"Wang, J.-q: Interval-valued hesitant fuzzy linguistic sets and their applications in multi-criteria decision-making problems. Knowl.-Based Syst. 288, 55\u201372 (2014)","journal-title":"Knowl.-Based Syst."},{"issue":"1","key":"13_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.fss.2011.03.012","volume":"175","author":"S Greco","year":"2011","unstructured":"Greco, S., Matarazzo, B., Giove, S.: The Choquet integral with respect to a level dependent capacity. Fuzzy Sets Syst. 175(1), 1\u201335 (2011)","journal-title":"Fuzzy Sets Syst."},{"issue":"1","key":"13_CR30","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/s10479-011-0899-y","volume":"195","author":"S Doria","year":"2012","unstructured":"Doria, S.: Characterization of a coherent upper conditional prevision as the Choquet integral with respect to its associated Hausdorff outer measure. Ann. Oper. Res. 195(1), 33\u201348 (2012)","journal-title":"Ann. Oper. Res."},{"issue":"5","key":"13_CR31","doi-asserted-by":"publisher","first-page":"3943","DOI":"10.1016\/j.eswa.2009.11.022","volume":"37","author":"T Demirel","year":"2010","unstructured":"Demirel, T., Demirel, N.\u00c7., Kahraman, C.: Multi-criteria warehouse location selection using Choquet integral. Expert Syst. Appl. 37(5), 3943\u20133952 (2010)","journal-title":"Expert Syst. Appl."},{"issue":"4","key":"13_CR32","first-page":"1","volume":"36","author":"JQ Wang","year":"2013","unstructured":"Wang, J.Q.: Multi-criteria outranking approach with hesitant fuzzy sets. OR Spectr. 36(4), 1\u201319 (2013)","journal-title":"OR Spectr."},{"key":"13_CR33","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1016\/j.procs.2013.05.060","volume":"17","author":"J Qin","year":"2013","unstructured":"Qin, J., Liu, X.: Study on interval intuitionistic fuzzy multi-attribute group decision making method based on Choquet integral. Procedia Comput. Sci. 17, 465\u2013472 (2013)","journal-title":"Procedia Comput. Sci."},{"issue":"1","key":"13_CR34","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/S0165-0114(01)00258-5","volume":"131","author":"Z-P Fan","year":"2002","unstructured":"Fan, Z.-P., Ma, J., Zhang, Q.: An approach to multiple attribute decision making based on fuzzy preference information on alternatives. Fuzzy Sets Syst. 131(1), 101\u2013106 (2002)","journal-title":"Fuzzy Sets Syst."},{"issue":"10","key":"13_CR35","doi-asserted-by":"publisher","first-page":"1333","DOI":"10.1016\/j.fss.2005.11.017","volume":"157","author":"Y-M Wang","year":"2006","unstructured":"Wang, Y.-M., Parkan, C.: A general multiple attribute decision-making approach for integrating subjective preferences and objective information. Fuzzy Sets Syst. 157(10), 1333\u20131345 (2006)","journal-title":"Fuzzy Sets Syst."},{"issue":"5","key":"13_CR36","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.5367\/te.2011.0075","volume":"17","author":"C-F Chen","year":"2011","unstructured":"Chen, C.-F., Lee, C.-L.: Determining the attribute weights of professional conference organizer selection: an application of the fuzzy AHP approach. Tourism Econ. 17(5), 1129\u20131139 (2011)","journal-title":"Tourism Econ."},{"key":"13_CR37","first-page":"7","volume":"2014","author":"Y Zhang","year":"2014","unstructured":"Zhang, Y., Wang, Y., Wang, J.: Objective attributes weights determining based on shannon information entropy in hesitant fuzzy multiple attribute decision making. Math. Probl. Eng. 2014, 7 (2014)","journal-title":"Math. Probl. Eng."},{"key":"13_CR38","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.knosys.2013.05.011","volume":"52","author":"Z Xu","year":"2013","unstructured":"Xu, Z., Zhang, X.: Hesitant fuzzy multi-attribute decision making based on TOPSIS with incomplete weight information. Knowl.-Based Syst. 52, 53\u201364 (2013)","journal-title":"Knowl.-Based Syst."},{"issue":"12","key":"13_CR39","doi-asserted-by":"publisher","first-page":"1162","DOI":"10.1002\/int.21623","volume":"28","author":"I Beg","year":"2013","unstructured":"Beg, I., Rashid, T.: TOPSIS for hesitant fuzzy linguistic term sets. Int. J. Intell. Syst. 28(12), 1162\u20131171 (2013)","journal-title":"Int. J. Intell. Syst."},{"key":"13_CR40","doi-asserted-by":"publisher","first-page":"2730","DOI":"10.4028\/www.scientific.net\/AMM.357-360.2730","volume":"357","author":"JL Zhang","year":"2013","unstructured":"Zhang, J.L., Qi, X.W., Huang, H.B.: A hesitant fuzzy multiple attribute group decision making approach based on TOPSIS for parts supplier selection. Appl. Mech. Mater. 357, 2730\u20132737 (2013)","journal-title":"Appl. Mech. Mater."},{"issue":"5","key":"13_CR41","doi-asserted-by":"crossref","first-page":"2263","DOI":"10.3233\/IFS-130899","volume":"26","author":"X Feng","year":"2014","unstructured":"Feng, X.: TOPSIS method for hesitant fuzzy multiple attribute decision making. J. Intell. Fuzzy Syst. 26(5), 2263\u20132269 (2014)","journal-title":"J. Intell. Fuzzy Syst."},{"issue":"5","key":"13_CR42","doi-asserted-by":"publisher","first-page":"1137","DOI":"10.1016\/j.mcm.2008.07.009","volume":"49","author":"GR Jahanshahloo","year":"2009","unstructured":"Jahanshahloo, G.R., Lotfi, F.H., Davoodi, A.: Extension of TOPSIS for decision-making problems with interval data: Interval efficiency. Math. Comput. Modell. 49(5), 1137\u20131142 (2009)","journal-title":"Math. Comput. Modell."},{"issue":"1","key":"13_CR43","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1016\/j.knosys.2010.07.014","volume":"24","author":"Z Yue","year":"2011","unstructured":"Yue, Z.: An extended TOPSIS for determining weights of decision makers with interval numbers. Knowl.-Based Syst. 24(1), 146\u2013153 (2011)","journal-title":"Knowl.-Based Syst."}],"container-title":["Lecture Notes in Business Information Processing","Outlooks and Insights on Group Decision and Negotiation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19515-5_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,28]],"date-time":"2023-01-28T12:22:45Z","timestamp":1674908565000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19515-5_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319195148","9783319195155"],"references-count":43,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19515-5_13","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"12 June 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}