{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T21:50:47Z","timestamp":1772574647075,"version":"3.50.1"},"reference-count":63,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2019,3,26]],"date-time":"2019-03-26T00:00:00Z","timestamp":1553558400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"University Grand Commission","award":["F.\/2015-17\/RGNF-2015-17-TAM-83"],"award-info":[{"award-number":["F.\/2015-17\/RGNF-2015-17-TAM-83"]}]},{"name":"Department of Science and Technology, Government of India","award":["SR\/FST\/ETI-349\/2013"],"award-info":[{"award-number":["SR\/FST\/ETI-349\/2013"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51875113"],"award-info":[{"award-number":["51875113"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2020,1]]},"DOI":"10.1007\/s00500-019-03943-2","type":"journal-article","created":{"date-parts":[[2019,3,26]],"date-time":"2019-03-26T20:24:29Z","timestamp":1553631869000},"page":"1063-1081","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":60,"title":["A novel extension to VIKOR method under intuitionistic fuzzy context for solving personnel selection problem"],"prefix":"10.1007","volume":"24","author":[{"given":"R.","family":"Krishankumar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Premaladha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2397-461X","authenticated-orcid":false,"given":"K. S.","family":"Ravichandran","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K. R.","family":"Sekar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Manikandan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"X. Z.","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,3,26]]},"reference":[{"key":"3943_CR1","first-page":"242","volume":"46","author":"J Adair","year":"2004","unstructured":"Adair J (2004) The John Adair Handbook of management and Leadership. Leadership 46:242","journal-title":"Leadership"},{"issue":"4","key":"3943_CR2","doi-asserted-by":"publisher","first-page":"2401","DOI":"10.3233\/JIFS-171567","volume":"34","author":"F Amin","year":"2018","unstructured":"Amin F, Fahmi A, Abdullah S, Ali A, Ahmad R, Ghani F (2018) Triangular cubic linguistic hesitant fuzzy aggregation operators and their application in group decision making. J Intell Fuzzy Syst 34(4):2401\u20132416. \nhttps:\/\/doi.org\/10.3233\/JIFS-171567","journal-title":"J Intell Fuzzy Syst"},{"key":"3943_CR3","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"KT Atanassov","year":"1986","unstructured":"Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87\u201396. \nhttps:\/\/doi.org\/10.1016\/S0165-0114(86)80034-3","journal-title":"Fuzzy Sets Syst"},{"key":"3943_CR4","doi-asserted-by":"publisher","first-page":"161","DOI":"10.3109\/13561820.2012.724123","volume":"27","author":"A Blue","year":"2013","unstructured":"Blue A, Kern D, Shrader S, Zoller J (2013) Interprofessional teamwork skills and attitudes as predictors of clinical outcomes in a simulated learning setting. J Interprof Care 27:161","journal-title":"J Interprof Care"},{"issue":"4","key":"3943_CR5","first-page":"333","volume":"8","author":"S Boran","year":"2008","unstructured":"Boran S, Yavuz E (2008) A study on election of personnel based on performance measurement by using analytic network process (ANP). J Comput Sci 8(4):333\u2013338","journal-title":"J Comput Sci"},{"issue":"8","key":"3943_CR6","doi-asserted-by":"publisher","first-page":"11363","DOI":"10.1016\/j.eswa.2009.03.039","volume":"36","author":"FE Boran","year":"2009","unstructured":"Boran FE, Gen\u00e7 S, Kurt M, Akay D (2009) A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. Expert Syst Appl 36(8):11363\u201311368. \nhttps:\/\/doi.org\/10.1016\/j.eswa.2009.03.039","journal-title":"Expert Syst Appl"},{"issue":"5","key":"3943_CR7","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1002\/hfm","volume":"21","author":"FE Boran","year":"2011","unstructured":"Boran FE, Genc Sekan, Akay D (2011) Personnel selection based on intuitionistic fuzzy set. Hum Factors Ergon Manuf Serv Ind 21(5):493\u2013504. \nhttps:\/\/doi.org\/10.1002\/hfm","journal-title":"Hum Factors Ergon Manuf Serv Ind"},{"issue":"4","key":"3943_CR8","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1016\/j.omega.2005.08.004","volume":"35","author":"FTS Chan","year":"2007","unstructured":"Chan FTS, Kumar N (2007) Global supplier development considering risk factors using fuzzy extended AHP-based approach. Omega 35(4):417\u2013431. \nhttps:\/\/doi.org\/10.1016\/j.omega.2005.08.004","journal-title":"Omega"},{"key":"3943_CR9","doi-asserted-by":"publisher","first-page":"384","DOI":"10.1016\/j.matdes.2011.09.027","volume":"35","author":"P Chatterjee","year":"2012","unstructured":"Chatterjee P, Chakraborty S (2012) Material selection using preferential ranking methods. Mater Des 35:384\u2013393. \nhttps:\/\/doi.org\/10.1016\/j.matdes.2011.09.027","journal-title":"Mater Des"},{"key":"#cr-split#-3943_CR10.1","doi-asserted-by":"crossref","unstructured":"Chatterjee K, Kar MB, Kar S (2013) Strategic decisions using intuitionistic fuzzy vikor method for information system","DOI":"10.1109\/ISCBI.2013.33"},{"key":"#cr-split#-3943_CR10.2","doi-asserted-by":"crossref","unstructured":"(IS) outsourcing. In: Proceedings-2013 international symposium on computational and business intelligence, ISCBI 2013, vol 1, pp 123-126.  http:\/\/doi.org\/10.1109\/ISCBI.2013.33","DOI":"10.1109\/ISCBI.2013.33"},{"key":"3943_CR11","unstructured":"Da\u011fdeviren M, Y\u00fcksel \u0130 (2007) Personnel selection using analytic network process. \u0130stanbul Ticaret \u00dcniversitesi Fen Bilimleri, pp 99\u2013118. \nhttp:\/\/www.iticu.edu.tr\/uploads\/Kutuphane\/dergi\/f11\/M00180.pdf\n\n. Accessed 15 Dec 2018"},{"key":"3943_CR12","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2015.7338059","author":"F Dammak","year":"2015","unstructured":"Dammak F, Baccour L, Alimi AM (2015) A comparative analysis for multi-attribute decision making methods: TOPSIS, AHP, VIKOR using intuitionistic fuzzy sets. IEEE Int Conf Fuzzy Syst. \nhttps:\/\/doi.org\/10.1109\/FUZZ-IEEE.2015.7338059","journal-title":"IEEE Int Conf Fuzzy Syst"},{"issue":"4","key":"3943_CR13","doi-asserted-by":"publisher","first-page":"949","DOI":"10.2307\/256718","volume":"39","author":"JT Delaney","year":"1996","unstructured":"Delaney JT, Huselid MA (1996) The impact of human resource management practices on perceptions of organizational performance. Acad Manag J 39(4):949\u2013969. \nhttps:\/\/doi.org\/10.2307\/256718","journal-title":"Acad Manag J"},{"issue":"11","key":"3943_CR14","doi-asserted-by":"publisher","first-page":"14163","DOI":"10.1016\/j.eswa.2011.04.227","volume":"38","author":"K Devi","year":"2011","unstructured":"Devi K (2011) Extension of VIKOR method in intuitionistic fuzzy environment for robot selection. Expert Syst Appl 38(11):14163\u201314168. \nhttps:\/\/doi.org\/10.1016\/j.eswa.2011.04.227","journal-title":"Expert Syst Appl"},{"issue":"10","key":"3943_CR15","doi-asserted-by":"publisher","first-page":"866","DOI":"10.1016\/j.datak.2011.06.004","volume":"70","author":"C Dorn","year":"2011","unstructured":"Dorn C, Skopik F, Schall D, Dustdar S (2011) Interaction mining and skill-dependent recommendations for multi-objective team composition. Data Knowl Eng 70(10):866\u2013891. \nhttps:\/\/doi.org\/10.1016\/j.datak.2011.06.004","journal-title":"Data Knowl Eng"},{"key":"3943_CR16","doi-asserted-by":"crossref","unstructured":"Dudziak U, Pekala B (2011) Intuitionistic fuzzy preference relations. In: Eusflat-Lfa 2011. \nhttp:\/\/doi.org\/10.2991\/eusflat.2011.122","DOI":"10.2991\/eusflat.2011.122"},{"issue":"6","key":"3943_CR17","doi-asserted-by":"publisher","first-page":"3323","DOI":"10.3233\/JIFS-162007","volume":"33","author":"A Fahmi","year":"2017","unstructured":"Fahmi A, Abdullah S, Amin F, Siddiqui N, Ali A (2017) Aggregation operators on triangular cubic fuzzy numbers and its application to multi-criteria decision making problems. J Intell Fuzzy Syst 33(6):3323\u20133337. \nhttps:\/\/doi.org\/10.3233\/JIFS-162007","journal-title":"J Intell Fuzzy Syst"},{"key":"3943_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00500-018-3242-6","volume":"2017","author":"A Fahmi","year":"2018","unstructured":"Fahmi A, Abdullah S, Amin F, Khan MSA (2018a) Trapezoidal cubic fuzzy number Einstein hybrid weighted averaging operators and its application to decision making. Soft Comput 2017:1\u201331. \nhttps:\/\/doi.org\/10.1007\/s00500-018-3242-6","journal-title":"Soft Comput"},{"issue":"11","key":"3943_CR19","doi-asserted-by":"publisher","first-page":"2385","DOI":"10.1080\/00207721.2018.1503356","volume":"49","author":"A Fahmi","year":"2018","unstructured":"Fahmi A, Amin F, Abdullah S, Ali A (2018b) Cubic fuzzy Einstein aggregation operators and its application to decision-making. Int J Syst Sci 49(11):2385\u20132397. \nhttps:\/\/doi.org\/10.1080\/00207721.2018.1503356","journal-title":"Int J Syst Sci"},{"issue":"7\u20138","key":"3943_CR20","doi-asserted-by":"publisher","first-page":"1030","DOI":"10.1016\/j.mcm.2007.03.024","volume":"46","author":"R Gibney","year":"2007","unstructured":"Gibney R, Shang J (2007) Decision making in academia: a case of the dean selection process. Math Comput Model 46(7\u20138):1030\u20131040. \nhttps:\/\/doi.org\/10.1016\/j.mcm.2007.03.024","journal-title":"Math Comput Model"},{"key":"3943_CR21","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.asoc.2016.04.040","volume":"46","author":"M Gul","year":"2016","unstructured":"Gul M, Erkan C, Nezir A, Gumus A, Ali G (2016) A state of the art literature review of VIKOR and its fuzzy extensions on applications. Appl Soft Comput 46:60\u201389. \nhttps:\/\/doi.org\/10.1016\/j.asoc.2016.04.040","journal-title":"Appl Soft Comput"},{"issue":"01","key":"3943_CR22","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1016\/j.ins.2016.07.058","volume":"370\u2013371","author":"P Gupta","year":"2016","unstructured":"Gupta P, Mehlawat MK, Grover N (2016) Intuitionistic fuzzy multi-attribute group decision-making with an application to plant location selection based on a new extended VIKOR method. Inf Sci 370\u2013371(01):184\u2013203. \nhttps:\/\/doi.org\/10.1016\/j.ins.2016.07.058","journal-title":"Inf Sci"},{"issue":"2","key":"3943_CR23","doi-asserted-by":"publisher","first-page":"1372","DOI":"10.1016\/j.apm.2015.07.019","volume":"40","author":"A Hafezalkotob","year":"2016","unstructured":"Hafezalkotob A, Hafezalkotob A, Sayadi MK (2016) Extension of MULTIMOORA method with interval numbers: an application in materials selection. Appl Math Model 40(2):1372\u20131386. \nhttps:\/\/doi.org\/10.1016\/j.apm.2015.07.019","journal-title":"Appl Math Model"},{"key":"3943_CR24","first-page":"299","volume":"5","author":"J Hamlyn-Harris","year":"2006","unstructured":"Hamlyn-Harris J, Hurst B (2006) Predictors of team work satisfaction. J Inf 5:299","journal-title":"J Inf"},{"issue":"4","key":"3943_CR25","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1111\/ijac.12108","volume":"11","author":"F Hosseinzadeh","year":"2014","unstructured":"Hosseinzadeh F, Sarpoolaki H, Hashemi H (2014) Precursor selection for sol-gel synthesis of titanium carbide nanopowders by a new intuitionistic fuzzy multi-attribute group decision-making model. Int J Appl Ceram Technol 11(4):681\u2013698. \nhttps:\/\/doi.org\/10.1111\/ijac.12108","journal-title":"Int J Appl Ceram Technol"},{"issue":"3","key":"3943_CR26","first-page":"163","volume":"11","author":"R Islam","year":"2006","unstructured":"Islam R, Rasad M (2006) Employee performance evaluation by the AHP: a case study. Asia Pac Manag Rev 11(3):163\u2013176","journal-title":"Asia Pac Manag Rev"},{"issue":"2","key":"3943_CR27","doi-asserted-by":"publisher","first-page":"1544","DOI":"10.1016\/j.amc.2006.02.057","volume":"181","author":"GR Jahanshahloo","year":"2006","unstructured":"Jahanshahloo GR, Lotfi FH, Izadikhah M (2006) Extension of the TOPSIS method for decision-making problems with fuzzy data. Appl Math Comput 181(2):1544\u20131551. \nhttps:\/\/doi.org\/10.1016\/j.amc.2006.02.057","journal-title":"Appl Math Comput"},{"key":"3943_CR28","doi-asserted-by":"publisher","first-page":"2703","DOI":"10.4028\/www.scientific.net\/AMM.357-360.2703","volume":"357\u2013360","author":"HL Jiang","year":"2013","unstructured":"Jiang HL, Yao HX (2013) Supplier selection based on FAHP-VIKOR-IVIFs. Appl Mech Mater 357\u2013360:2703\u20132707. \nhttps:\/\/doi.org\/10.4028\/www.scientific.net\/AMM.357-360.2703","journal-title":"Appl Mech Mater"},{"issue":"3","key":"3943_CR29","doi-asserted-by":"publisher","first-page":"3516","DOI":"10.1016\/j.eswa.2011.09.042","volume":"39","author":"M Kabak","year":"2012","unstructured":"Kabak M, Burmao\u01e7lu S, Kazan\u00e7o\u01e7lu Y (2012) A fuzzy hybrid MCDM approach for professional selection. Expert Syst Appl 39(3):3516\u20133525. \nhttps:\/\/doi.org\/10.1016\/j.eswa.2011.09.042","journal-title":"Expert Syst Appl"},{"issue":"4","key":"3943_CR30","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1007\/s10700-013-9162-0","volume":"12","author":"H Liao","year":"2013","unstructured":"Liao H, Xu Z (2013) A VIKOR-based method for hesitant fuzzy multi-criteria decision making. Fuzzy Optim Decis Mak 12(4):373\u2013392. \nhttps:\/\/doi.org\/10.1007\/s10700-013-9162-0","journal-title":"Fuzzy Optim Decis Mak"},{"key":"3943_CR31","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1016\/j.asoc.2015.04.015","volume":"35","author":"H Liao","year":"2015","unstructured":"Liao H, Xu Z (2015a) Consistency of the fused intuitionistic fuzzy preference relation in group intuitionistic fuzzy analytic hierarchy process. Appl Soft Comput 35:812\u2013826. \nhttps:\/\/doi.org\/10.1016\/j.asoc.2015.04.015","journal-title":"Appl Soft Comput"},{"key":"3943_CR32","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1016\/j.asoc.2015.04.015","volume":"35","author":"H Liao","year":"2015","unstructured":"Liao H, Xu Z (2015b) Consistency of the fused intuitionistic fuzzy preference relation in group intuitionistic fuzzy analytic hierarchy process. Appl Soft Comput J 35:812\u2013826. \nhttps:\/\/doi.org\/10.1016\/j.asoc.2015.04.015","journal-title":"Appl Soft Comput J"},{"key":"3943_CR33","doi-asserted-by":"crossref","unstructured":"Miao X, Wang Y, Xu D (2010) A compromised approach to multi-attribute decision making in IF-sets. In: Proceedings\u20142010 7th international conference on fuzzy systems and knowledge discovery, FSKD 2010, vol 1, pp 10\u201314. \nhttp:\/\/doi.org\/10.1109\/FSKD.2010.5569729","DOI":"10.1109\/FSKD.2010.5569729"},{"issue":"2","key":"3943_CR34","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1037\/h0043158","volume":"101","author":"G Miller","year":"1956","unstructured":"Miller G (1956) The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychol Rev 101(2):343\u2013352. \nhttps:\/\/doi.org\/10.1037\/h0043158","journal-title":"Psychol Rev"},{"issue":"1","key":"3943_CR35","first-page":"45","volume":"13","author":"SM Mousavi","year":"2016","unstructured":"Mousavi SM, Vahdani B, Behzadi SS (2016) Designing a model of intuitionistic fuzzy vikor in multi-attribute group decision-making problems. Iran J Fuzzy Syst 13(1):45\u201365","journal-title":"Iran J Fuzzy Syst"},{"key":"3943_CR36","doi-asserted-by":"publisher","first-page":"1549","DOI":"10.1007\/s11269-008-9340-y","volume":"23","author":"S Opricovic","year":"2009","unstructured":"Opricovic S (2009) A compromise solution in water resource planning. Water Resour Manag 23:1549\u20131561","journal-title":"Water Resour Manag"},{"issue":"3","key":"3943_CR37","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1007\/s10700-011-9102-9","volume":"10","author":"JH Park","year":"2011","unstructured":"Park JH, Cho HJ, Kwun YC (2011) Extension of the VIKOR method for group decision making with interval-valued intuitionistic fuzzy information. Fuzzy Optim Decis Mak 10(3):233\u2013253. \nhttps:\/\/doi.org\/10.1007\/s10700-011-9102-9","journal-title":"Fuzzy Optim Decis Mak"},{"issue":"3","key":"3943_CR38","doi-asserted-by":"publisher","first-page":"731","DOI":"10.1007\/s10700-011-9102-9","volume":"65","author":"JH Park","year":"2013","unstructured":"Park JH, Cho HJ, Kwun YC (2013) Extension of the VIKOR method to dynamic intuitionistic fuzzy multiple attribute decision making. Comput Math Appl 65(3):731\u2013744. \nhttps:\/\/doi.org\/10.1007\/s10700-011-9102-9","journal-title":"Comput Math Appl"},{"issue":"May 2015","key":"3943_CR39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/02533839.2015.1037994","volume":"3839","author":"J-P Peng","year":"2015","unstructured":"Peng J-P, Yeh W-C, Lai T-C, Hsu C-B (2015) The incorporation of the Taguchi and the VIKOR methods to optimize multi-response problems in intuitionistic fuzzy environments. J Chin Inst Eng 3839(May 2015):1\u201311. \nhttps:\/\/doi.org\/10.1080\/02533839.2015.1037994","journal-title":"J Chin Inst Eng"},{"issue":"4","key":"3943_CR40","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1348\/096317901167479","volume":"74","author":"IT Robertson","year":"2001","unstructured":"Robertson IT, Smith M (2001) Personnel selection. J Occup Organ Psychol 74(4):441\u2013472. \nhttps:\/\/doi.org\/10.1348\/096317901167479","journal-title":"J Occup Organ Psychol"},{"issue":"1","key":"3943_CR41","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/IJFSA.2012010101","volume":"2","author":"R Roostaee","year":"2012","unstructured":"Roostaee R, Izadikhah M, Lotfi FH, Rostamy-Malkhalifeh M (2012) A multi-criteria intuitionistic fuzzy group decision making method for supplier selection with VIKOR method. Int J Fuzzy Syst Appl 2(1):1\u201317. \nhttps:\/\/doi.org\/10.4018\/IJFSA.2012010101","journal-title":"Int J Fuzzy Syst Appl"},{"key":"3943_CR42","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.ecolind.2014.09.045","volume":"49","author":"R Rostamzadeh","year":"2015","unstructured":"Rostamzadeh R, Govindan K, Esmaeili A, Sabaghi M (2015) Application of fuzzy VIKOR for evaluation of green supply chain management practices. Ecol Ind 49:188\u2013203. \nhttps:\/\/doi.org\/10.1016\/j.ecolind.2014.09.045","journal-title":"Ecol Ind"},{"issue":"3","key":"3943_CR43","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1016\/0022-2496(77)90033-5","volume":"15","author":"TL Saaty","year":"1977","unstructured":"Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234\u2013281. \nhttps:\/\/doi.org\/10.1016\/0022-2496(77)90033-5","journal-title":"J Math Psychol"},{"key":"3943_CR44","volume-title":"The analytic hierarchy process","author":"TL Saaty","year":"1980","unstructured":"Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York"},{"key":"3943_CR45","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-1-4614-7279-7_1","volume":"195","author":"TL Saaty","year":"2013","unstructured":"Saaty TL (2013) The analytic network process. Decis Mak Anal Netw Process 195:1\u201340. \nhttps:\/\/doi.org\/10.1007\/978-1-4614-7279-7_1","journal-title":"Decis Mak Anal Netw Process"},{"issue":"7","key":"3943_CR46","doi-asserted-by":"publisher","first-page":"1577","DOI":"10.5267\/j.msl.2014.5.030","volume":"4","author":"S Safari","year":"2014","unstructured":"Safari S, Karimian MV, Khosravi A (2014) Identifying and ranking the human resources management criteria influencing on organizational performance using MADM Fuzzy techniques. Manag Sci Lett 4(7):1577\u20131590. \nhttps:\/\/doi.org\/10.5267\/j.msl.2014.5.030","journal-title":"Manag Sci Lett"},{"issue":"5","key":"3943_CR47","doi-asserted-by":"publisher","first-page":"2257","DOI":"10.1016\/j.apm.2008.06.002","volume":"33","author":"MK Sayadi","year":"2009","unstructured":"Sayadi MK, Heydari M, Shahanaghi K (2009) Extension of VIKOR method for decision making problem with interval numbers. Appl Math Model 33(5):2257\u20132262. \nhttps:\/\/doi.org\/10.1016\/j.apm.2008.06.002","journal-title":"Appl Math Model"},{"issue":"6","key":"3943_CR48","doi-asserted-by":"publisher","first-page":"966","DOI":"10.1037\/0021-9010.78.6.966","volume":"78","author":"MJ Schmit","year":"1993","unstructured":"Schmit MJ, Ryan AM (1993) The Big Five in personnel selection: factor structure in applicant and nonapplicant populations. J Appl Psychol 78(6):966\u2013974. \nhttps:\/\/doi.org\/10.1037\/0021-9010.78.6.966","journal-title":"J Appl Psychol"},{"issue":"1","key":"3943_CR49","doi-asserted-by":"publisher","first-page":"72","DOI":"10.2307\/1412159","volume":"15","author":"C Spearman","year":"1904","unstructured":"Spearman C (1904) The proof and measurement of association between two things. Am J Psychol 15(1):72\u2013101","journal-title":"Am J Psychol"},{"key":"3943_CR50","first-page":"1","volume":"2013","author":"C Tan","year":"2013","unstructured":"Tan C, Chen X (2013) Interval-valued intuitionistic fuzzy multicriteria group decision making based on VIKOR and Choquet integral. J Appl Math 2013:1\u201316","journal-title":"J Appl Math"},{"key":"3943_CR51","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1016\/0305-0483(96)00030-8","volume":"24","author":"M Tavana","year":"1996","unstructured":"Tavana M, Kennedy DT, Joglekar P (1996) A group decision support framework for concensus ranking of technical manager candidates. Omega 24:523","journal-title":"Omega"},{"key":"3943_CR52","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.59.103006.093716","author":"RL Thorndike","year":"1949","unstructured":"Thorndike RL (1949) Personnel selection. Ann Rev Psychol. \nhttps:\/\/doi.org\/10.1146\/annurev.psych.59.103006.093716","journal-title":"Ann Rev Psychol"},{"key":"3943_CR53","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.2009.5276884","author":"V Torra","year":"2009","unstructured":"Torra V, Narukawa Y (2009) On hesitant fuzzy sets and decision. IEEE Int Conf Fuzzy Syst. \nhttps:\/\/doi.org\/10.1109\/FUZZY.2009.5276884","journal-title":"IEEE Int Conf Fuzzy Syst"},{"key":"3943_CR54","first-page":"175","volume":"15","author":"E Triantaphyllou","year":"1998","unstructured":"Triantaphyllou E, Shu B (1998) Multi-criteria decision making: an operations research approach. Encycl Electr Electron Eng 15:175\u2013186","journal-title":"Encycl Electr Electron Eng"},{"key":"3943_CR55","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.knosys.2013.06.019","volume":"52","author":"SP Wan","year":"2013","unstructured":"Wan SP, Wang QY, Dong JY (2013) The extended VIKOR method for multi-attribute group decision making with triangular intuitionistic fuzzy numbers. Knowl Based Syst 52:65\u201377. \nhttps:\/\/doi.org\/10.1016\/j.knosys.2013.06.019","journal-title":"Knowl Based Syst"},{"issue":"1","key":"3943_CR56","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert DH, Macready WG (1997) No free lunch theorems for optimization. IEEE Trans Evol Comput 1(1):67\u201382. \nhttps:\/\/doi.org\/10.1109\/4235.585893","journal-title":"IEEE Trans Evol Comput"},{"issue":"6","key":"3943_CR57","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1109\/TFUZZ.2006.890678","volume":"15","author":"Z Xu","year":"2007","unstructured":"Xu Z (2007a) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15(6):1179\u20131187","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"11","key":"3943_CR58","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 (2007b) Intuitionistic preference relations and their application in group decision making. Inf Sci 177(11):2363\u20132379. \nhttps:\/\/doi.org\/10.1016\/j.ins.2006.12.019","journal-title":"Inf Sci"},{"key":"3943_CR59","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2272585","author":"Z Xu","year":"2015","unstructured":"Xu Z, Liao H (2015) Intuitionistic fuzzy analytic hierarchy process. IEEE Trans Fuzzy Syst. \nhttps:\/\/doi.org\/10.1109\/TFUZZ.2013.2272585","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"3943_CR60","doi-asserted-by":"publisher","first-page":"721","DOI":"10.4028\/www.scientific.net\/AMM.513-517.721","volume":"513\u2013517","author":"CG Xu","year":"2014","unstructured":"Xu CG, Liu DX, Li M (2014) Extension of VIKOR method for multi-attribute group decision making with incomplete weights. Appl Mech Mater 513\u2013517:721\u2013724. \nhttps:\/\/doi.org\/10.4028\/www.scientific.net\/AMM.513-517.721","journal-title":"Appl Mech Mater"},{"key":"3943_CR61","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-016-2526-y","author":"W Yang","year":"2016","unstructured":"Yang W, Pang Y, Shi J, Wang C (2016) Linguistic hesitant intuitionistic fuzzy decision-making method based on VIKOR. Neural Comput Appl. \nhttps:\/\/doi.org\/10.1007\/s00521-016-2526-y","journal-title":"Neural Comput Appl"},{"key":"3943_CR62","doi-asserted-by":"crossref","unstructured":"Ying-Yu W, De-Jian Y (2011) Extended VIKOR for multi-criteria decision making problems under intuitionistic environment. In: International conference on management science and engineering\u2014annual conference proceedings, pp 118\u2013122. \nhttp:\/\/doi.org\/10.1109\/ICMSE.2011.6069952","DOI":"10.1109\/ICMSE.2011.6069952"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-019-03943-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-019-03943-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-019-03943-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,25]],"date-time":"2020-03-25T00:17:38Z","timestamp":1585095458000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-019-03943-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,26]]},"references-count":63,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2020,1]]}},"alternative-id":["3943"],"URL":"https:\/\/doi.org\/10.1007\/s00500-019-03943-2","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3,26]]},"assertion":[{"value":"26 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"All authors of this research paper declare that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}