{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T07:29:49Z","timestamp":1774596589984,"version":"3.50.1"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2012,4,13]],"date-time":"2012-04-13T00:00:00Z","timestamp":1334275200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2013,3]]},"DOI":"10.1007\/s10115-012-0496-7","type":"journal-article","created":{"date-parts":[[2012,4,12]],"date-time":"2012-04-12T07:03:47Z","timestamp":1334214227000},"page":"653-669","source":"Crossref","is-referenced-by-count":32,"title":["A method based on interval-valued fuzzy soft set for multi-attribute group decision-making problems under uncertain environment"],"prefix":"10.1007","volume":"34","author":[{"given":"Zhi","family":"Xiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weijie","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lingling","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,4,13]]},"reference":[{"key":"496_CR1","first-page":"1","volume":"2009","author":"B Ahmad","year":"2009","unstructured":"Ahmad B, Kharal A (2009) On fuzzy soft sets. Adv Fuzzy Syst 2009: 1\u20136","journal-title":"Adv Fuzzy Syst"},{"issue":"1","key":"496_CR2","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.cam.2009.11.055","volume":"234","author":"F Feng","year":"2010","unstructured":"Feng F, Jun YB, Liu X et\u00a0al (2010) An adjustable approach to fuzzy soft set based decision making. J Comput Appl Math 234(1): 10\u201320","journal-title":"J Comput Appl Math"},{"issue":"6","key":"496_CR3","doi-asserted-by":"crossref","first-page":"430","DOI":"10.1016\/j.knosys.2006.03.002","volume":"19","author":"N Fenton","year":"2006","unstructured":"Fenton N, Wang W (2006) Risk and confidence analysis for fuzzy multicriteria decision making. Knowl Based Syst 19(6): 430\u2013437","journal-title":"Knowl Based Syst"},{"key":"496_CR4","volume-title":"Multi-objective decision making","author":"S French","year":"1983","unstructured":"French S, Hartley R, Thomas LC et\u00a0al (1983) Multi-objective decision making. Academic Press, New York, NY"},{"issue":"5\u20136","key":"496_CR5","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.1016\/j.mcm.2008.07.009","volume":"49","author":"GR Jahanshahloo","year":"2009","unstructured":"Jahanshahloo GR, Lotfi FH, Davoodi AR (2009) Extension of TOPSIS for decision-making problems with interval data: interval efficiency. Math Comput Model 49(5\u20136): 1137\u20131142","journal-title":"Math Comput Model"},{"issue":"1","key":"496_CR6","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/S0377-2217(98)00309-9","volume":"118","author":"SH Kim","year":"1999","unstructured":"Kim SH, Choi SH, Kim JK (1999) An interactive procedure for multiple attribute group decision making with incomplete information: range-based approach. Eur J Oper Res 118(1): 139\u2013152","journal-title":"Eur J Oper Res"},{"issue":"2","key":"496_CR7","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1016\/j.cam.2008.01.011","volume":"223","author":"Z Kong","year":"2009","unstructured":"Kong Z, Gao LQ, Wang LF (2009) Comment on \u201cA fuzzy soft set theoretic approach to decision making problems\u201d. J Comput Appl Math 223(2): 540\u2013542","journal-title":"J Comput Appl Math"},{"issue":"1","key":"496_CR8","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.knosys.2009.07.006","volume":"23","author":"J Ma","year":"2010","unstructured":"Ma J, Lu J, Zhang G (2010) Decider: A fuzzy multi-criteria group decision support system. Knowl Based Syst 23(1): 23\u201331","journal-title":"Knowl Based Syst"},{"issue":"8\u20139","key":"496_CR9","doi-asserted-by":"crossref","first-page":"1077","DOI":"10.1016\/S0898-1221(02)00216-X","volume":"44","author":"P Maji","year":"2002","unstructured":"Maji P, Roy A (2002) An application of soft sets in a decision making problem. Comput Math Appl 44(8\u20139): 1077\u20131083","journal-title":"Comput Math Appl"},{"issue":"4\u20135","key":"496_CR10","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/S0898-1221(99)00056-5","volume":"37","author":"D Molodtsov","year":"1999","unstructured":"Molodtsov D (1999) Soft set theory-first results. Comput Math Appl 37(4\u20135): 19\u201331","journal-title":"Comput Math Appl"},{"key":"496_CR11","unstructured":"Mushrif MM SSRA (2006) Texture classification using a novel, soft-set theory based classification algorithm. Compu Vis ACCV 2006, PT I 2006:246\u2013254"},{"issue":"9\u201310","key":"496_CR12","doi-asserted-by":"crossref","first-page":"1279","DOI":"10.1016\/j.mcm.2009.06.010","volume":"50","author":"DG Park","year":"2009","unstructured":"Park DG, Kwun YC, Park JH et\u00a0al (2009) Correlation coefficient of interval-valued intuitionistic fuzzy sets and its application to multiple attribute group decision making problems. Math Comput Model 50(9\u201310): 1279\u20131293","journal-title":"Math Comput Model"},{"key":"496_CR13","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1109\/TSMCA.2004.832828","volume":"34","author":"KS Park","year":"2004","unstructured":"Park KS (2004) Mathematical programming models for characterizing dominance and potential optimality when multicriteria alternative values and weights are simultaneously incomplete. IEEE Trans Syst Man Cybern Park A Syst Hum 34: 601\u2013614","journal-title":"IEEE Trans Syst Man Cybern Park A Syst Hum"},{"issue":"2","key":"496_CR14","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1016\/j.cam.2006.04.008","volume":"203","author":"AR Roy","year":"2007","unstructured":"Roy AR, Maji PK (2007) A fuzzy soft set theoretic approach to decision making problems. J Comput Appl Math 203(2): 412\u2013418","journal-title":"J Comput Appl Math"},{"issue":"1","key":"496_CR15","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/s10115-009-0263-6","volume":"25","author":"F Tao","year":"2010","unstructured":"Tao F, Zhao DM, Zhang L (2010) Resource service optimal-selection based on intuitionistic fuzzy set and non-functionality QoS in manufacturing grid system. Knowl Inf Syst 25(1): 185\u2013208","journal-title":"Knowl Inf Syst"},{"issue":"3","key":"496_CR16","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1016\/0165-0114(95)00365-7","volume":"85","author":"W Wang","year":"1997","unstructured":"Wang W (1997) New similarity measures on fuzzy sets and on elements. Fuzzy Set Syst 85(3): 305\u2013309","journal-title":"Fuzzy Set Syst"},{"issue":"17","key":"496_CR17","doi-asserted-by":"crossref","first-page":"3026","DOI":"10.1016\/j.ins.2009.05.001","volume":"179","author":"ZJ Wang","year":"2009","unstructured":"Wang ZJ, Li KW, Wang WZ (2009) An approach to multiattribute decision making with interval-valued intuitionistic fuzzy assessments and incomplete weights. Inf Sci 179(17): 3026\u20133040","journal-title":"Inf Sci"},{"issue":"2","key":"496_CR18","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/s10115-009-0276-1","volume":"26","author":"GW Wei","year":"2011","unstructured":"Wei GW, Wang HJ, Lin R (2011) Appliaction of correlation coefficient to interval-valued intuitionistic fuzzy multiple attribute decision-making with incomplete weight information. Knowl Inf Syst 26(2): 337\u2013349","journal-title":"Knowl Inf Syst"},{"issue":"3","key":"496_CR19","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1007\/s10115-009-0258-3","volume":"25","author":"GW Wei","year":"2010","unstructured":"Wei GW (2010) Extension of TOPSIS method for 2-tuple linguistic multiple attribute group decision making with incomplete weight information. Knowl Inf Syst 25(3): 623\u2013634","journal-title":"Knowl Inf Syst"},{"key":"496_CR20","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1016\/j.knosys.2006.10.002","volume":"20","author":"ZS Xu","year":"2007","unstructured":"Xu ZS (2007) A method for multiple attribute decision making with incomplete weight information in linguistic setting. Knowl Based Syst 20: 719\u2013725","journal-title":"Knowl Based Syst"},{"issue":"1","key":"496_CR21","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1016\/j.ins.2006.03.001","volume":"177","author":"ZS Xu","year":"2007","unstructured":"Xu ZS, Chen J (2007) An interactive method for fuzzy multiple attribute group decision making. Inf Sci 177(1): 248\u2013263","journal-title":"Inf Sci"},{"issue":"3","key":"496_CR22","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1016\/j.camwa.2009.04.019","volume":"58","author":"X Yang","year":"2009","unstructured":"Yang X, Lin TY, Yang J et\u00a0al (2009) Combination of interval-valued fuzzy set and soft set. Comput Math Appl 58(3): 521\u2013527","journal-title":"Comput Math Appl"},{"issue":"1","key":"496_CR23","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/S1004-4132(06)60019-4","volume":"17","author":"SB Yao","year":"2006","unstructured":"Yao SB, Yue CY (2006) Approach to stochastic multi-attribute decision problems using rough sets theory. J Syst Eng Electron 17(1): 103\u2013108","journal-title":"J Syst Eng Electron"},{"issue":"5","key":"496_CR24","first-page":"1","volume":"11","author":"TF You","year":"2002","unstructured":"You TF, Fan ZP (2002) A method for multiple attribute decision making with interval numbers based on risk attitudes of decision makers. Oper Res Manag Sci 11(5): 1\u20134","journal-title":"Oper Res Manag Sci"},{"issue":"4","key":"496_CR25","doi-asserted-by":"crossref","first-page":"1926","DOI":"10.1016\/j.apm.2010.11.001","volume":"35","author":"ZL Yue","year":"2011","unstructured":"Yue ZL (2011) A method for group decision-making based on determining weights of decision makers using TOPSIS. Appl Math Model 35(4): 1926\u20131936","journal-title":"Appl Math Model"},{"issue":"3","key":"496_CR26","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh LA (1965) Fuzzy sets. Inf Control 8(3): 338\u2013353","journal-title":"Inf Control"},{"issue":"5","key":"496_CR27","doi-asserted-by":"crossref","first-page":"9557","DOI":"10.1016\/j.eswa.2008.07.053","volume":"36","author":"D Zhang","year":"2009","unstructured":"Zhang D, Zhang J, Lai K et\u00a0al (2009) An novel approach to supplier selection based on vague sets group decision. Expert Syst Appl Int J 36(5): 9557\u20139563","journal-title":"Expert Syst Appl Int J"},{"issue":"8","key":"496_CR28","doi-asserted-by":"crossref","first-page":"941","DOI":"10.1016\/j.knosys.2008.04.004","volume":"21","author":"Y Zou","year":"2008","unstructured":"Zou Y, Xiao Z (2008) Data analysis approaches of soft sets under incomplete information. Knowl Based Syst 21(8): 941\u2013945","journal-title":"Knowl Based Syst"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-012-0496-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-012-0496-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-012-0496-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T06:10:26Z","timestamp":1559110226000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-012-0496-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,4,13]]},"references-count":28,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2013,3]]}},"alternative-id":["496"],"URL":"https:\/\/doi.org\/10.1007\/s10115-012-0496-7","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,4,13]]}}}