{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T12:06:31Z","timestamp":1777637191122,"version":"3.51.4"},"reference-count":87,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2015,10,28]],"date-time":"2015-10-28T00:00:00Z","timestamp":1445990400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71301001, 11426033"],"award-info":[{"award-number":["71301001, 11426033"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71371011"],"award-info":[{"award-number":["71371011"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Higher School Specialized Research Fund for the Doctoral Program","award":["20123401110001"],"award-info":[{"award-number":["20123401110001"]}]},{"DOI":"10.13039\/501100003995","name":"Natural Science Foundation of Anhui Province","doi-asserted-by":"publisher","award":["1308085QG127, 1508085QG149"],"award-info":[{"award-number":["1308085QG127, 1508085QG149"]}],"id":[{"id":"10.13039\/501100003995","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Project of Anhui Province for Excellent Young Talents"},{"name":"Humanity and Social Science Youth Foundation of Ministry of Education","award":["13YJC630092"],"award-info":[{"award-number":["13YJC630092"]}]},{"name":"Doctoral Scientific Research Foundation of Anhui University"},{"name":"Scientific Research and Training Program of Anhui University","award":["KYXL2014010"],"award-info":[{"award-number":["KYXL2014010"]}]},{"name":"Innovation and Training Program of Anhui University","award":["201410357120"],"award-info":[{"award-number":["201410357120"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Fuzzy Syst."],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1007\/s40815-015-0092-6","type":"journal-article","created":{"date-parts":[[2015,10,28]],"date-time":"2015-10-28T08:18:21Z","timestamp":1446020301000},"page":"697-715","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Approaches Based on Interval Type-2 Fuzzy Aggregation Operators for Multiple Attribute Group Decision Making"],"prefix":"10.1007","volume":"18","author":[{"given":"Xiyuan","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ligang","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huayou","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tong","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianqiao","family":"Ge","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,28]]},"reference":[{"key":"92_CR1","doi-asserted-by":"crossref","first-page":"891","DOI":"10.1002\/(SICI)1098-111X(199711\/12)12:11\/12<891::AID-INT7>3.0.CO;2-S","volume":"12","author":"E Levrat","year":"1997","unstructured":"Levrat, E., Voisin, A., Bombardier, S., Br\u00e9mont, J.: Subjective evaluation of car seat comfort with fuzzy set techniques. Int. J. Intell. Syst. 12, 891\u2013913 (1997)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR2","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1109\/3468.553232","volume":"27","author":"G Bordogna","year":"1997","unstructured":"Bordogna, G., Fedrizzi, M., Pasi, G.: A linguistic modeling of consensus in group decision making based on OWA operators. IEEE Trans. Syst. Man Cybern. 27, 126\u2013132 (1997)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"92_CR3","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/S0165-0114(99)00024-X","volume":"115","author":"F Herrera","year":"2000","unstructured":"Herrera, F., Herrera-Viedma, E.: Linguistic decision analysis: steps for solving decision problems under linguistic information. Fuzzy Sets Syst. 115, 67\u201382 (2000)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR4","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/S0165-0114(97)00087-0","volume":"90","author":"M Roubens","year":"1997","unstructured":"Roubens, M.: Fuzzy sets and decision analysis. Fuzzy Sets Syst. 90, 199\u2013206 (1997)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR5","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/0020-7373(92)90093-Z","volume":"37","author":"RR Yager","year":"1992","unstructured":"Yager, R.R.: Applications and extensions of OWA aggregations. Int. J. Man-Mach. Stud. 37, 103\u2013122 (1992)","journal-title":"Int. J. Man-Mach. Stud."},{"key":"92_CR6","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/0888-613X(94)00035-2","volume":"12","author":"RR Yager","year":"1995","unstructured":"Yager, R.R.: An approach to ordinal decision making. Int. J. Approx. Reason. 12, 237\u2013261 (1995)","journal-title":"Int. J. Approx. Reason."},{"key":"92_CR7","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1002\/(SICI)1098-111X(199601)11:1<49::AID-INT3>3.3.CO;2-L","volume":"11","author":"RR Yager","year":"1996","unstructured":"Yager, R.R.: Quantifier guided aggregation using OWA operators. Int. J. Intell. Syst. 11, 49\u201373 (1996)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR8","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/S0888-613X(97)10003-2","volume":"18","author":"RR Yager","year":"1998","unstructured":"Yager, R.R.: Fusion of ordinal information using weighted median aggregation. Int. J. Approx. Reason. 18, 35\u201352 (1998)","journal-title":"Int. J. Approx. Reason."},{"key":"92_CR9","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1080\/03081079708945181","volume":"26","author":"RR Yager","year":"1997","unstructured":"Yager, R.R., Rybalov, A.: Understanding the median as a fusion operator. Int. J. Gen Syst 26, 239\u2013263 (1997)","journal-title":"Int. J. Gen Syst"},{"key":"92_CR10","doi-asserted-by":"crossref","first-page":"646","DOI":"10.1109\/3468.618263","volume":"27","author":"F Herrera","year":"1997","unstructured":"Herrera, F., Herrera-Viedma, E.: Aggregation operators for linguistic weighted information. IEEE Trans. Syst. Man Cybern. 27, 646\u2013656 (1997)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"92_CR11","first-page":"15","volume":"12","author":"JM Merig\u00f3","year":"2010","unstructured":"Merig\u00f3, J.M., Casanovas, M.: Fuzzy generalized hybrid aggregation operators and its application in fuzzy decision making. Int. J. Fuzzy Syst. 12, 15\u201324 (2010)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR12","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/0888-613X(88)90105-3","volume":"2","author":"R Degani","year":"1988","unstructured":"Degani, R., Bortolan, G.: The problem of linguistic approximation in clinical decision making. Int. J. Approx. Reason. 2, 143\u2013162 (1988)","journal-title":"Int. J. Approx. Reason."},{"key":"92_CR13","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1016\/0020-0255(95)00025-K","volume":"85","author":"F Herrera","year":"1995","unstructured":"Herrera, F., Herrera-Viedma, E., Verdegay, J.L.: A sequential selection process in group decision making with a linguistic assessment approach. Inf. Sci. 85, 223\u2013239 (1995)","journal-title":"Inf. Sci."},{"key":"92_CR14","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/S0020-0255(97)10044-5","volume":"107","author":"M Delgado","year":"1998","unstructured":"Delgado, M., Herrera, F., Herrera-Viedma, E., Mart\u00ednez, L.: Combining numerical and linguistic information in group decision making. Inf. Sci. 107, 177\u2013194 (1998)","journal-title":"Inf. Sci."},{"key":"92_CR15","first-page":"190","volume":"12","author":"JM Merig\u00f3","year":"2010","unstructured":"Merig\u00f3, J.M., Casanovas, M.: Decision making with distance measures and linguistic aggregation operators. Int. J. Fuzzy Syst. 12, 190\u2013198 (2010)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR16","first-page":"402","volume":"14","author":"SZ Zeng","year":"2012","unstructured":"Zeng, S.Z., Su, W.H., Le, A.B.: Fuzzy generalized ordered weighted averaging distance operator and its application to decision making. Int. J. Fuzzy Syst. 14, 402\u2013412 (2012)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR17","first-page":"378","volume":"16","author":"M Cai","year":"2014","unstructured":"Cai, M., Gong, Z.W., Cao, J., Wu, M.J.: A novel distance measure of multi-granularity linguistic variables and its application to MADM. Int. J. Fuzzy Syst. 16, 378\u2013388 (2014)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR18","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1109\/91.890332","volume":"8","author":"F Herrera","year":"2000","unstructured":"Herrera, F., Mart\u00ednez, L.: A 2-tuple fuzzy linguistic representation model for computing with words. IEEE Trans. Fuzzy Syst. 8, 746\u2013752 (2000)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR19","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1002\/int.4550080303","volume":"8","author":"M Delgado","year":"1993","unstructured":"Delgado, M., Verdegay, J.L., Vila, M.A.: On aggregation operations of linguistic labels. Int. J. Intell. Syst. 8, 351\u2013370 (1993)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR20","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1002\/int.10117","volume":"18","author":"JI Pel\u00e1ez","year":"2003","unstructured":"Pel\u00e1ez, J.I., Do\u00f1a, J.M.: LAMA: a linguistic aggregation of majority additive operator. Int. J. Intell. Syst. 18, 809\u2013820 (2003)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR21","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1109\/3477.915345","volume":"31","author":"F Herrera","year":"2001","unstructured":"Herrera, F., Mart\u00ednez, L.: A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making. IEEE Trans. Syst. Man Cybern. 31, 227\u2013234 (2001)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"92_CR22","first-page":"73","volume":"3","author":"YJ Xu","year":"2008","unstructured":"Xu, Y.J., Huang, L.: An approach to group decision making problems based on 2-tuple linguistic aggregation operators. IEEE Comput. Commun. Control Manag. 3, 73\u201377 (2008)","journal-title":"IEEE Comput. Commun. Control Manag."},{"key":"92_CR23","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.ins.2003.10.006","volume":"166","author":"ZS Xu","year":"2004","unstructured":"Xu, Z.S.: A method based on linguistic aggregation operators for group decision making with linguistic preference relation. Inf. Sci. 166, 19\u201330 (2004)","journal-title":"Inf. Sci."},{"key":"92_CR24","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/j.ins.2004.02.003","volume":"168","author":"ZS Xu","year":"2004","unstructured":"Xu, Z.S.: Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment. Inf. Sci. 168, 171\u2013184 (2004)","journal-title":"Inf. Sci."},{"key":"92_CR25","doi-asserted-by":"crossref","first-page":"791","DOI":"10.1142\/S0218488504003211","volume":"12","author":"ZS Xu","year":"2004","unstructured":"Xu, Z.S.: EOWA and EOWG operators for aggregating linguistic labels based on linguistic preference relations. Int. J. Uncertain. Fuzziness Knowledge-Based Syst. 12, 791\u2013810 (2004)","journal-title":"Int. J. Uncertain. Fuzziness Knowledge-Based Syst."},{"key":"92_CR26","doi-asserted-by":"crossref","first-page":"1608","DOI":"10.1016\/j.fss.2007.01.013","volume":"158","author":"ZB Wu","year":"2007","unstructured":"Wu, Z.B., Chen, Y.H.: The maximizing deviation method for group multiple attribute decision making under linguistic environment. Fuzzy Sets Syst. 158, 1608\u20131617 (2007)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR27","doi-asserted-by":"crossref","first-page":"5905","DOI":"10.1016\/j.eswa.2010.02.015","volume":"37","author":"YJ Xu","year":"2010","unstructured":"Xu, Y.J., Da, Q.L.: Standard and mean deviation methods for linguistic group decision making and their applications. Expert Syst. Appl. 37, 5905\u20135912 (2010)","journal-title":"Expert Syst. Appl."},{"key":"92_CR28","first-page":"597","volume":"31","author":"YJ Xu","year":"2009","unstructured":"Xu, Y.J., Da, Q.L., Zhao, C.X.: Interactive approach for multiple attribute decision making with incomplete weight information under uncertain linguistic environment. Syst. Eng. Electr. 31, 597\u2013601 (2009)","journal-title":"Syst. Eng. Electr."},{"key":"92_CR29","doi-asserted-by":"crossref","unstructured":"Xu, Y.J., Cai, Z.J.: Standard deviation method for determining the weights of group multiple attribute decision making under uncertain linguistic environment. In: The 7th World Congress on Intelligent Control and Automation, pp. 8311\u20138316 (2008)","DOI":"10.1109\/WCICA.2008.4594230"},{"key":"92_CR30","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.inffus.2004.06.005","volume":"7","author":"ZS Xu","year":"2006","unstructured":"Xu, Z.S.: Induced uncertain linguistic OWA operators applied to group decision making. Inf. Fusion 7, 231\u2013238 (2006)","journal-title":"Inf. Fusion"},{"key":"92_CR31","doi-asserted-by":"crossref","first-page":"488","DOI":"10.1016\/j.dss.2004.08.011","volume":"41","author":"ZS Xu","year":"2006","unstructured":"Xu, Z.S.: An approach based on the uncertain LOWG and induced uncertain LOWG operators to group decision making with uncertain multiplicative linguistic preference relations. Decis. Support Syst. 41, 488\u2013499 (2006)","journal-title":"Decis. Support Syst."},{"key":"92_CR32","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.ins.2012.04.014","volume":"205","author":"PD Liu","year":"2012","unstructured":"Liu, P.D., Jin, F.: Methods for aggregating intuitionistic uncertain linguistic variables and their application to group decision making. Inf. Sci. 205, 58\u201371 (2012)","journal-title":"Inf. Sci."},{"key":"92_CR33","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.asoc.2013.12.010","volume":"17","author":"PD Liu","year":"2014","unstructured":"Liu, P.D., Wang, Y.M.: Multiple attribute group decision making methods based on intuitionistic linguistic power generalized aggregation operators. Appl. Soft Comput. 17, 90\u2013104 (2014)","journal-title":"Appl. Soft Comput."},{"key":"92_CR34","doi-asserted-by":"crossref","first-page":"570","DOI":"10.1016\/j.amc.2013.12.133","volume":"230","author":"PD Liu","year":"2014","unstructured":"Liu, P.D., Liu, Z.M., Zhang, X.: Some intuitionistic uncertain linguistic Heronian mean operators and their application to group decision making. Appl. Math. Comput. 230, 570\u2013586 (2014)","journal-title":"Appl. Math. Comput."},{"key":"92_CR35","doi-asserted-by":"crossref","first-page":"2543","DOI":"10.1016\/j.apm.2013.11.003","volume":"38","author":"FY Meng","year":"2014","unstructured":"Meng, F.Y., Chen, X.H., Zhang, Q.: Some interval-valued intuitionistic uncertain linguistic Choquet operators and their application to multi-attribute group decision making. Appl. Math. Model. 38, 2543\u20132557 (2014)","journal-title":"Appl. Math. Model."},{"key":"92_CR36","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-73723-0","volume-title":"Fuzzy sets and their extensions: representation, aggregation and models","author":"H Bustince","year":"2008","unstructured":"Bustince, H., Herrera, F., Montero, J.: Fuzzy sets and their extensions: representation, aggregation and models. Springer, Berlin (2008)"},{"key":"92_CR37","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1016\/j.ins.2013.04.006","volume":"241","author":"RM Rodr\u00edguez","year":"2013","unstructured":"Rodr\u00edguez, R.M., Mart\u00ednez, L., Herrera, F.: A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets. Inf. Sci. 241, 28\u201342 (2013)","journal-title":"Inf. Sci."},{"key":"92_CR38","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1109\/TFUZZ.2011.2170076","volume":"20","author":"RM Rodr\u00edguez","year":"2012","unstructured":"Rodr\u00edguez, R.M., Mart\u00ednez, L., Herrera, F.: Hesitant fuzzy linguistic term sets for decision making. IEEE Trans. Fuzzy Syst. 20, 109\u2013119 (2012)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR39","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/0165-0114(95)00107-7","volume":"78","author":"F Herrera","year":"1996","unstructured":"Herrera, F., Herrera-Viedma, E., Verdegay, J.L.: A model of consensus in group decision making under linguistic assessments. Fuzzy Sets Syst. 78, 73\u201387 (1996)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR40","doi-asserted-by":"crossref","first-page":"975","DOI":"10.1002\/(SICI)1098-111X(199611)11:11<975::AID-INT5>3.0.CO;2-W","volume":"11","author":"V Torra","year":"1996","unstructured":"Torra, V.: Negation functions based semantics for ordered linguistic labels. Int. J. Intell. Syst. 11, 975\u2013988 (1996)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR41","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/S0165-0114(98)00093-1","volume":"114","author":"F Herrera","year":"2000","unstructured":"Herrera, F., Herrera, E., Mart\u00ednez, L.: A fusion approach for managing multi-granularity linguistic term sets in decision making. Fuzzy Sets Syst. 114, 43\u201358 (2000)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR42","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/S0165-0114(00)00079-8","volume":"122","author":"NN Karnik","year":"2001","unstructured":"Karnik, N.N., Mendel, J.M.: Operations on type-2 fuzzy sets. Fuzzy Sets Syst. 122, 327\u2013348 (2001)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR43","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1109\/TFUZZ.2006.879986","volume":"14","author":"JM Mendel","year":"2006","unstructured":"Mendel, J.M., John, R.I., Liu, F.L.: Interval type-2 fuzzy logical systems made simple. IEEE Trans. Fuzzy Syst. 14, 808\u2013821 (2006)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR44","doi-asserted-by":"crossref","first-page":"1503","DOI":"10.1109\/TFUZZ.2008.2005002","volume":"16","author":"FL Liu","year":"2008","unstructured":"Liu, F.L., Mendel, J.M.: Encoding words into interval type-2 fuzzy sets using an interval approach. IEEE Trans. Fuzzy Syst. 16, 1503\u20131521 (2008)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR45","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/0020-0255(75)90036-5","volume":"8","author":"LA Zadeh","year":"1975","unstructured":"Zadeh, L.A.: Concept of a linguistic variable and its application to approximate reasoning -I. Inf. Sci. 8, 199\u2013249 (1975)","journal-title":"Inf. Sci."},{"key":"92_CR46","first-page":"540","volume":"25","author":"SM Zhou","year":"2010","unstructured":"Zhou, S.M., John, R.I., Chiclana, F., Garibaldi, J.M.: On aggregating uncertain information by type-2 OWA operators for soft decision making. Int. J. Intell. Syst. 25, 540\u2013558 (2010)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR47","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.ins.2004.02.027","volume":"170","author":"HB Mitchell","year":"2005","unstructured":"Mitchell, H.B.: Pattern recognition using type-II fuzzy sets. Inf. Sci. 170, 409\u2013418 (2005)","journal-title":"Inf. Sci."},{"key":"92_CR48","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1109\/TFUZZ.2010.2043439","volume":"18","author":"D Wu","year":"2010","unstructured":"Wu, D., Mendel, J.M.: Computing with words for hierarchical decision making applied to evaluating a weapon system. IEEE Trans. Fuzzy Syst. 18, 441\u2013460 (2010)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR49","doi-asserted-by":"crossref","first-page":"686","DOI":"10.1080\/18756891.2013.862356","volume":"7","author":"T Chaira","year":"2014","unstructured":"Chaira, T., Ray, A.K.: Construction of fuzzy edge image using interval type II fuzzy set. Int. J. Comput. Intell. Syst. 7, 686\u2013695 (2014)","journal-title":"Int. J. Comput. Intell. Syst."},{"key":"92_CR50","doi-asserted-by":"crossref","first-page":"330","DOI":"10.1080\/18756891.2015.1001956","volume":"8","author":"F \u00c7ebi","year":"2015","unstructured":"\u00c7ebi, F., Otay, I.: Multi-criteria and multi-stage facility location selection under interval type-2 fuzzy environment: a case study for a cement factory. Int. J. Comput. Intell. Syst. 8, 330\u2013344 (2015)","journal-title":"Int. J. Comput. Intell. Syst."},{"key":"92_CR51","doi-asserted-by":"crossref","first-page":"624","DOI":"10.1016\/j.cie.2013.05.012","volume":"65","author":"T Dereli","year":"2013","unstructured":"Dereli, T., Altun, K.: Technology evaluation through the use of interval type-2 fuzzy sets and systems. Comput. Ind. Eng. 65, 624\u2013633 (2013)","journal-title":"Comput. Ind. Eng."},{"key":"92_CR52","doi-asserted-by":"crossref","first-page":"2065","DOI":"10.1007\/s00500-013-1122-7","volume":"17","author":"MH Ha","year":"2013","unstructured":"Ha, M.H., Yang, Y., Wang, C.: A new support vector machine based on type-2 fuzzy samples. Soft. Comput. 17, 2065\u20132074 (2013)","journal-title":"Soft. Comput."},{"key":"92_CR53","doi-asserted-by":"crossref","first-page":"2075","DOI":"10.1007\/s00500-013-1117-4","volume":"17","author":"CD Li","year":"2013","unstructured":"Li, C.D., Zhang, G.Q., Wang, M., Yi, J.Q.: Data-driven modeling and optimization of thermal comfort and energy consumption using type-2 fuzzy method. Soft. Comput. 17, 2075\u20132088 (2013)","journal-title":"Soft. Comput."},{"key":"92_CR54","first-page":"20","volume":"2","author":"JM Mendel","year":"2007","unstructured":"Mendel, J.M.: Type-2 fuzzy sets and systems: an overview. IEEE Comput. Intell. Mag. 2, 20\u201329 (2007)","journal-title":"IEEE Comput. Intell. Mag."},{"key":"92_CR55","doi-asserted-by":"crossref","first-page":"1120","DOI":"10.1109\/TSMCA.2010.2044039","volume":"40","author":"SM Chen","year":"2010","unstructured":"Chen, S.M., Lee, L.W.: Fuzzy multiple criteria hierarchical group decision-making based on interval type-2 fuzzy sets. IEEE Trans. Syst. Man Cybern. Part A 40, 1120\u20131128 (2010)","journal-title":"IEEE Trans. Syst. Man Cybern. Part A"},{"key":"92_CR56","doi-asserted-by":"crossref","first-page":"4948","DOI":"10.1016\/j.apm.2012.10.006","volume":"37","author":"ZM Zhang","year":"2013","unstructured":"Zhang, Z.M., Zhang, S.H.: A novel approach to multi attribute group decision making based on trapezoidal interval type-2 fuzzy soft sets. Appl. Math. Model. 37, 4948\u20134971 (2013)","journal-title":"Appl. Math. Model."},{"key":"92_CR57","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1109\/TFUZZ.2006.879986","volume":"14","author":"JM Mendel","year":"2006","unstructured":"Mendel, J.M., John, R.I., Liu, F.L.: Interval type-2 fuzzy logic systems made simple. IEEE Trans. Fuzzy Syst. 14, 808\u2013821 (2006)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR58","first-page":"494","volume":"29","author":"TY Chen","year":"2012","unstructured":"Chen, T.Y.: Collaborative decision-making method for patient-centered care based on interval type-2 fuzzy sets. J. Chin. Inst. Ind. Eng. 29, 494\u2013513 (2012)","journal-title":"J. Chin. Inst. Ind. Eng."},{"key":"92_CR59","doi-asserted-by":"crossref","first-page":"860","DOI":"10.1016\/j.asoc.2011.10.004","volume":"12","author":"SS Gilan","year":"2012","unstructured":"Gilan, S.S., Sebt, M.H., Shahhosseini, V.: Computing with words for hierarchical competency based selection of personnel in construction companies. Appl. Soft Comput. 12, 860\u2013871 (2012)","journal-title":"Appl. Soft Comput."},{"key":"92_CR60","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.knosys.2012.01.005","volume":"30","author":"WZ Wang","year":"2012","unstructured":"Wang, W.Z., Liu, X.W., Qin, Y.: Multi-attribute group decision making models under interval type-2 fuzzy environment. Knowledge-Based Syst. 30, 121\u2013128 (2012)","journal-title":"Knowledge-Based Syst."},{"key":"92_CR61","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1016\/j.ins.2010.09.020","volume":"181","author":"DY Zhai","year":"2011","unstructured":"Zhai, D.Y., Mendel, J.M.: Uncertainty measures for general type-2 fuzzy sets. Inf. Sci. 181, 503\u2013518 (2011)","journal-title":"Inf. Sci."},{"key":"92_CR62","first-page":"392","volume":"15","author":"YB Gong","year":"2013","unstructured":"Gong, Y.B.: Fuzzy multi-attribute group decision making method based on interval type-2 fuzzy sets and applications to global supplier selection. Int. J. Fuzzy Syst. 15, 392\u2013400 (2013)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR63","doi-asserted-by":"crossref","DOI":"10.1002\/9780470599655","volume-title":"Perceptual computing: aiding people in making subjective judgments","author":"JM Mendel","year":"2010","unstructured":"Mendel, J.M., Wu, D.: Perceptual computing: aiding people in making subjective judgments. IEEE-Wiley Press, Piscataway (2010)"},{"key":"92_CR64","doi-asserted-by":"crossref","first-page":"1145","DOI":"10.1109\/TFUZZ.2007.896325","volume":"15","author":"DR Wu","year":"2007","unstructured":"Wu, D.R., Mendel, J.M.: Aggregation using the linguistic weighted average and interval type-2 fuzzy sets. IEEE Trans. Fuzzy Syst. 15, 1145\u20131161 (2007)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR65","doi-asserted-by":"crossref","first-page":"2285","DOI":"10.1016\/j.eswa.2007.12.037","volume":"36","author":"SH Wei","year":"2009","unstructured":"Wei, S.H., Chen, S.M.: Fuzzy risk analysis based on interval-valued fuzzy numbers. Expert Syst. Appl. 36, 2285\u20132299 (2009)","journal-title":"Expert Syst. Appl."},{"key":"92_CR66","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1080\/01969720302866","volume":"34","author":"SJ Chen","year":"2003","unstructured":"Chen, S.J., Chen, S.M.: A new method for handing multicriteria fuzzy decision-making problems using FN-IOWA operators. Cybern. Syst. 34, 109\u2013137 (2003)","journal-title":"Cybern. Syst."},{"key":"92_CR67","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1109\/TFUZZ.2011.2177272","volume":"20","author":"DR Wu","year":"2012","unstructured":"Wu, D.R., Mendel, J.M., Coupland, S.: Enhanced interval approach for encoding words into interval type-2 fuzzy sets and its convergence analysis. IEEE Trans. Fuzzy Syst. 20, 499\u2013513 (2012)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR68","doi-asserted-by":"crossref","first-page":"1503","DOI":"10.1109\/TFUZZ.2008.2005002","volume":"16","author":"FL Liu","year":"2008","unstructured":"Liu, F.L., Mendel, J.M.: Encoding words into interval type-2 fuzzy sets using an Interval Approach. IEEE Trans. Fuzzy Syst. 16, 1503\u20131521 (2008)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR69","doi-asserted-by":"crossref","first-page":"310","DOI":"10.1016\/j.inffus.2006.10.008","volume":"9","author":"ZS Xu","year":"2008","unstructured":"Xu, Z.S.: Dependent uncertain ordered weighted aggregation operators. Inf. Fusion 9, 310\u2013316 (2008)","journal-title":"Inf. Fusion"},{"key":"92_CR70","doi-asserted-by":"crossref","first-page":"724","DOI":"10.1109\/3468.983429","volume":"31","author":"RR Yager","year":"2001","unstructured":"Yager, R.R.: The power average operator. IEEE Trans. Syst. Man Cybern. Part A 31, 724\u2013731 (2001)","journal-title":"IEEE Trans. Syst. Man Cybern. Part A"},{"key":"92_CR71","doi-asserted-by":"crossref","first-page":"5881","DOI":"10.1016\/j.eswa.2011.11.120","volume":"39","author":"GW Wei","year":"2012","unstructured":"Wei, G.W., Zhao, X.F.: Some dependent aggregation operators with 2-tuple linguistic information and their application to multiple attribute group decision making. Expert Syst. Appl. 39, 5881\u20135886 (2012)","journal-title":"Expert Syst. Appl."},{"key":"92_CR72","doi-asserted-by":"crossref","first-page":"3988","DOI":"10.1016\/j.asoc.2011.02.027","volume":"11","author":"YJ Xu","year":"2011","unstructured":"Xu, Y.J., Wang, H.M.: Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment. Appl. Soft Comput. 11, 3988\u20133997 (2011)","journal-title":"Appl. Soft Comput."},{"key":"92_CR73","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/j.jcss.2012.07.001","volume":"79","author":"PD Liu","year":"2013","unstructured":"Liu, P.D.: Some generalized dependent aggregation operators with intuitionistic linguistic numbers and their application to group decision making. J. Comput. Syst. Sci. 79, 131\u2013143 (2013)","journal-title":"J. Comput. Syst. Sci."},{"key":"92_CR74","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.asoc.2013.12.010","volume":"17","author":"PD Liu","year":"2014","unstructured":"Liu, P.D., Wang, Y.M.: Multiple attribute group decision making methods based on intuitionistic linguistic power generalized aggregation operators. Appl. Soft Comput. 17, 90\u2013104 (2014)","journal-title":"Appl. Soft Comput."},{"key":"92_CR75","doi-asserted-by":"crossref","first-page":"953","DOI":"10.1002\/int.10127","volume":"18","author":"ZS Xu","year":"2003","unstructured":"Xu, Z.S., Da, Q.L.: An overview of operators for aggregating information. Int. J. Intell. Syst. 18, 953\u2013969 (2003)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR76","first-page":"401","volume":"15","author":"YD He","year":"2013","unstructured":"He, Y.D., Chen, H.Y., Zhou, L.G., Liu, J.P., Tao, Z.F.: Generalized interval-valued Atanassov\u2019s intuitionistic fuzzy power operators and their application to group decision making. Int. J. Fuzzy Syst. 15, 401\u2013411 (2013)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR77","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1109\/TCYB.2014.2320910","volume":"45","author":"YD He","year":"2015","unstructured":"He, Y.D., He, Z., Chen, H.Y.: Intuitionistic fuzzy interaction Bonferroni means and its application to multiple attribute decision making. IEEE Trans. Cybern. 45, 116\u2013128 (2015)","journal-title":"IEEE Trans. Cybern."},{"key":"92_CR78","first-page":"47","volume":"15","author":"DJ Yu","year":"2013","unstructured":"Yu, D.J.: Multi-criteria decision making based on generalized prioritized aggregation operator under intuitionistic fuzzy environment. Int. J. Fuzzy Syst. 15, 47\u201354 (2013)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR79","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1016\/j.ins.2013.08.018","volume":"259","author":"YD He","year":"2014","unstructured":"He, Y.D., Chen, H.Y., Zhou, L.G., Liu, J.P., Tao, Z.F.: Intuitionistic fuzzy geometric interaction averaging operators and their application to multi-criteria decision making. Inf. Sci. 259, 142\u2013159 (2014)","journal-title":"Inf. Sci."},{"key":"92_CR80","first-page":"94","volume":"18","author":"YD He","year":"2015","unstructured":"He, Y.D., He, Z., Wang, G.D., Chen, H.Y.: Hesitant fuzzy power Bonferroni means and their application to multiple attribute decision making. IEEE Trans. Fuzzy Syst. 18, 94\u2013105 (2015)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"92_CR81","first-page":"400","volume":"16","author":"FY Meng","year":"2014","unstructured":"Meng, F.Y., Chen, X.H., Zhang, Q.: Generalized hesitant fuzzy generalized Shapley-Choquet integral operators and their application in decision making. Int. J. Fuzzy Syst. 16, 400\u2013410 (2014)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR82","volume-title":"Fuzzy sets and systems: theory and applications","author":"D Dubois","year":"1980","unstructured":"Dubois, D., Prade, H.: Fuzzy sets and systems: theory and applications. Academic Press, New York (1980)"},{"key":"92_CR83","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1002\/(SICI)1098-111X(199702)12:2<153::AID-INT3>3.0.CO;2-P","volume":"12","author":"V Torra","year":"1997","unstructured":"Torra, V.: The weighted OWA operator. Int. J. Intell. Syst. 12, 153\u2013166 (1997)","journal-title":"Int. J. Intell. Syst."},{"key":"92_CR84","first-page":"277","volume":"16","author":"JM Merig\u00f3","year":"2014","unstructured":"Merig\u00f3, J.M., Casanovas, M., Liu, P.D.: Decision making with fuzzy induced heavy ordered weighted averaging operators. Int. J. Fuzzy Syst. 16, 277\u2013289 (2014)","journal-title":"Int. J. Fuzzy Syst."},{"key":"92_CR85","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/S0165-0114(96)00189-3","volume":"92","author":"SM Chen","year":"1997","unstructured":"Chen, S.M.: A new method for tool steel materials selection under fuzzy environment. Fuzzy Sets Syst. 92, 265\u2013274 (1997)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR86","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/0165-0114(95)00163-8","volume":"79","author":"HM Lee","year":"1996","unstructured":"Lee, H.M.: Applying fuzzy set theory to evaluate the rate of aggregative risk in software development. Fuzzy Sets Syst. 79, 323\u2013336 (1996)","journal-title":"Fuzzy Sets Syst."},{"key":"92_CR87","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/S0020-0255(03)00080-X","volume":"153","author":"HM Lee","year":"2003","unstructured":"Lee, H.M., Lee, S.Y., Lee, T.Y., Chen, J.J.: A new algorithm for applying fuzzy set theory to evaluate the rate of aggregative risk in software development. Inf. Sci. 153, 177\u2013197 (2003)","journal-title":"Inf. Sci."}],"container-title":["International Journal of Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-015-0092-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s40815-015-0092-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-015-0092-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T05:45:06Z","timestamp":1748670306000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s40815-015-0092-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,28]]},"references-count":87,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,8]]}},"alternative-id":["92"],"URL":"https:\/\/doi.org\/10.1007\/s40815-015-0092-6","relation":{},"ISSN":["1562-2479","2199-3211"],"issn-type":[{"value":"1562-2479","type":"print"},{"value":"2199-3211","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,28]]}}}