{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:35:46Z","timestamp":1772120146099,"version":"3.50.1"},"reference-count":64,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2021,1,8]],"date-time":"2021-01-08T00:00:00Z","timestamp":1610064000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,1,8]],"date-time":"2021-01-08T00:00:00Z","timestamp":1610064000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100010250","name":"Sichuan Province Youth Science and Technology Innovation Team","doi-asserted-by":"crossref","award":["2019JDTD0015"],"award-info":[{"award-number":["2019JDTD0015"]}],"id":[{"id":"10.13039\/501100010250","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Scientific Research Innovation Team of Neijiang Normal University","award":["18TD008"],"award-info":[{"award-number":["18TD008"]}]},{"name":"Open Fund of Data Recovery Key Lab of Sichuan Province","award":["DRN19018"],"award-info":[{"award-number":["DRN19018"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comp. Appl. Math."],"published-print":{"date-parts":[[2021,2]]},"DOI":"10.1007\/s40314-020-01406-1","type":"journal-article","created":{"date-parts":[[2021,1,8]],"date-time":"2021-01-08T07:02:47Z","timestamp":1610089367000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["Multi-attribute group decision-making for online education live platform selection based on linguistic intuitionistic cubic fuzzy aggregation operators"],"prefix":"10.1007","volume":"40","author":[{"given":"Hao bin","family":"Liu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5304-235X","authenticated-orcid":false,"given":"Yi","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Lei","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Saleem","family":"Abdullah","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,1,8]]},"reference":[{"key":"1406_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/s40314-019-0764-1","author":"R Arora","year":"2019","unstructured":"Arora R, Garg H (2019) Group decision-making method based on prioritized linguistic intuitionistic fuzzy aggregation operators and its fundamental properties. Comput Appl Math. https:\/\/doi.org\/10.1007\/s40314-019-0764-1","journal-title":"Comput Appl Math"},{"key":"1406_CR2","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"K Atanassov","year":"1986","unstructured":"Atanassov K (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87\u201396","journal-title":"Fuzzy Sets Syst"},{"key":"1406_CR3","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/0165-0114(89)90205-4","volume":"31","author":"K Atanassov","year":"1989","unstructured":"Atanassov K, Gargov G (1989) Interval valued intuitionistic fuzzy sets. Fuzzy Sets Syst 31:343\u2013349","journal-title":"Fuzzy Sets Syst"},{"key":"1406_CR4","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.ins.2013.08.024","volume":"255","author":"B Bedregal","year":"2014","unstructured":"Bedregal B, Reiser R, Bustince H, Molina CL, Torra V (2014) Aggregation functions for typical hesitant fuzzy elements and the action of automorphisms. Inf Sci 255:82\u201399","journal-title":"Inf Sci"},{"key":"1406_CR5","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1080\/18756891.2015.1061394","volume":"8","author":"Z Chen","year":"2015","unstructured":"Chen Z et al (2015) An approach to multiple attribute group decision making based on linguistic intuitionistic fuzzy numbers. Int J Comput Intell Syst 8:747\u2013760","journal-title":"Int J Comput Intell Syst"},{"key":"1406_CR6","doi-asserted-by":"crossref","first-page":"2887","DOI":"10.3233\/JIFS-190041","volume":"37","author":"T Chen","year":"2018","unstructured":"Chen T, He SS et al (2018) Novel operations for linguistic neutrosophic sets on the basis of Archimedean copulas and co-copulas and their application in multi-criteria decision-making problems. J Intell Fuzzy Syst 37:2887\u20132912","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR7","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1007\/s40314-019-0839-z","volume":"38","author":"S Chen","year":"2019","unstructured":"Chen S, Wang J, Wang T (2019) Cloud-based ERP system selection based on extended probabilistic linguistic MULTIMOORA method and Choquet integral operator. Comput Appl Math 38:2. https:\/\/doi.org\/10.1007\/s40314-019-0839-z","journal-title":"Comput Appl Math"},{"key":"1406_CR8","doi-asserted-by":"publisher","DOI":"10.1143\/PTP.53.1392","author":"BC Cuong","year":"2015","unstructured":"Cuong BC, Phong PH (2015) Max-Min composition of linguistic intuitionistic fuzzy relations and application in medical diagnosis. VNU J Sci Comput Sci Commun Eng. https:\/\/doi.org\/10.1143\/PTP.53.1392","journal-title":"VNU J Sci Comput Sci Commun Eng"},{"key":"1406_CR9","doi-asserted-by":"crossref","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 33:3323\u20133337","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR10","doi-asserted-by":"crossref","first-page":"2401","DOI":"10.3233\/JIFS-171567","volume":"34","author":"A Fahmi","year":"2018","unstructured":"Fahmi A, Abdullah S, Amin F, Siddiqui N, Ali A (2018a) Triangular cubic linguistic hesitant fuzzy aggregation operators and their application in group decision making. J Intell Fuzzy Syst 34:2401\u20132416","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR11","doi-asserted-by":"publisher","DOI":"10.3233\/jifs-18125","author":"A Fahmi","year":"2018","unstructured":"Fahmi A, Abdullah S, Amin F, Ali A, Ahmad KW (2018b) Some geometric operators with triangular cubic linguistic hesitant fuzzy number and their application in group decision-making. J Intell Fuzzy Syst. https:\/\/doi.org\/10.3233\/jifs-18125","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR12","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2018.1503356","author":"A Fahmi","year":"2018","unstructured":"Fahmi A, Amin F, Abdullah S, Ali A (2018) Cubic fuzzy Einstein aggregation operators and its application to decision-making. Int J Syst Sci. https:\/\/doi.org\/10.1080\/00207721.2018.1503356","journal-title":"Int J Syst Sci"},{"key":"1406_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-018-3242-6","author":"A Fahmi","year":"2018","unstructured":"Fahmi A, Abdullah S, Amin F, Khan MSA (2018d) Trapezoidal cubic fuzzy number Einstein hybrid weighted averaging operators and its application to decision making. Soft Comput. https:\/\/doi.org\/10.1007\/s00500-018-3242-6","journal-title":"Soft Comput"},{"key":"1406_CR14","doi-asserted-by":"crossref","first-page":"583","DOI":"10.3233\/JIFS-171049","volume":"37","author":"A Fahmi","year":"2019","unstructured":"Fahmi A, Amin F, Abdullah S, Aslam M, Amin N (2019) Cubic Fuzzy multi-attribute group decision-making with an application to plant location selected based on a new extended Vikor method. J Intell Fuzzy Syst 37:583\u2013596","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR15","doi-asserted-by":"crossref","first-page":"1234","DOI":"10.1002\/int.21979","volume":"33","author":"H Garg","year":"2018","unstructured":"Garg H (2018) Linguistic Pythagorean fuzzy sets and its applications in multiattribute decision-making process. Int J Intell Syst 33:1234\u20131263","journal-title":"Int J Intell Syst"},{"key":"1406_CR16","doi-asserted-by":"crossref","first-page":"3213","DOI":"10.1007\/s13369-017-2986-0","volume":"43","author":"H Garg","year":"2018","unstructured":"Garg H, Kumar K (2018) Some aggregation operators for linguistic intuitionistic fuzzy set and its application to group decision-making process using the set pair analysis. Arab J Sci Eng 43:3213\u20133227","journal-title":"Arab J Sci Eng"},{"key":"1406_CR17","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2019.2897961","author":"H Garg","year":"2019","unstructured":"Garg H, Kumar K (2019) Linguistic interval-valued Atanassov intuitionistic fuzzy sets and their applications to group decision-making problems. IEEE Trans Fuzzy Syst. https:\/\/doi.org\/10.1109\/tfuzz.2019.2897961","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1406_CR18","doi-asserted-by":"crossref","first-page":"145","DOI":"10.2307\/3314660","volume":"14","author":"C Genest","year":"1986","unstructured":"Genest C, Mackay RJ (1986) Copulas Archimediennes et familles de lois bidimensionnelles dont les marges sont donn\u2019ees. Can J Stat 14:145\u2013159","journal-title":"Can J Stat"},{"key":"1406_CR19","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1016\/j.cie.2018.10.020","volume":"126","author":"X Gou","year":"2018","unstructured":"Gou X et al (2018) Multiple criteria decision making based on distance and similarity measures under double hierarchy hesitant fuzzy linguistic environment. Comput Ind Eng 126:516\u2013530","journal-title":"Comput Ind Eng"},{"key":"1406_CR20","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 (2000) Linguistic decision analysis: steps for solving decision problems under linguistic information. Fuzzy Sets Syst 115:67\u201382","journal-title":"Fuzzy Sets Syst"},{"key":"1406_CR21","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1109\/91.890332","volume":"8","author":"F Herrera","year":"2000","unstructured":"Herrera F, Martinez L (2000) A 2-tuple fuzzy linguistic representation model for computing with words. IEEE Trans Fuzzy Syst 8:746\u2013752","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1406_CR22","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1109\/3477.915345","volume":"31","author":"F Herrera","year":"2001","unstructured":"Herrera F, Martinez L (2001) A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making. IEEE Trans Syst Man Cybern B Cybern 31:227\u2013234","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"1406_CR23","doi-asserted-by":"crossref","first-page":"1103","DOI":"10.1007\/s00521-017-3071-z","volume":"31","author":"FF Jin","year":"2019","unstructured":"Jin FF et al (2019) A decision support model for group decision making with intuitionistic fuzzy linguistic preferences relations. Neural Comput Appl 31:1103\u20131124","journal-title":"Neural Comput Appl"},{"key":"1406_CR24","doi-asserted-by":"publisher","DOI":"10.1615\/Int.J.UncertaintyQuantification.2018020471","author":"G Kaur","year":"2018","unstructured":"Kaur G, Garg H (2018a) Cubic intuitionistic fuzzy aggregation operators. Int J Uncertain Quant. https:\/\/doi.org\/10.1615\/Int.J.UncertaintyQuantification.2018020471","journal-title":"Int J Uncertain Quant"},{"key":"1406_CR25","doi-asserted-by":"publisher","DOI":"10.3390\/e20010065","author":"G Kaur","year":"2018","unstructured":"Kaur G, Garg H (2018b) Multi-attribute decision-making based on Bonferroni mean operators under cubic intuitionistic fuzzy set environment. Entropy. https:\/\/doi.org\/10.3390\/e20010065","journal-title":"Entropy"},{"key":"1406_CR26","doi-asserted-by":"crossref","first-page":"2775","DOI":"10.1007\/s13369-018-3532-4","volume":"44","author":"G Kaur","year":"2019","unstructured":"Kaur G, Garg H (2019) Generalized cubic intuitionistic fuzzy aggregation operators using t-norm operations and their applications to group decision-making process. Arab J Sci Eng 44:2775\u20132794","journal-title":"Arab J Sci Eng"},{"key":"1406_CR27","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s40314-019-0871-z","volume":"38","author":"MSA Khan","year":"2019","unstructured":"Khan MSA (2019) The Pythagorean fuzzy Einstein Choquet integral operators and their application in group decision making. Comput Appl Math 38:3. https:\/\/doi.org\/10.1007\/s40314-019-0871-z","journal-title":"Comput Appl Math"},{"key":"1406_CR28","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.inffus.2016.04.005","volume":"33","author":"CC Li","year":"2017","unstructured":"Li CC, Dong Y, Herrera F et al (2017) Personalized individual semantics in computing with words for supporting linguistic group decision making An application on consensus reaching. Inf Fusion 33:29\u201340","journal-title":"Inf Fusion"},{"key":"1406_CR29","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/3571459","author":"P Liu","year":"2017","unstructured":"Liu P, Liu X (2017) Multiattribute group decision making methods based on linguistic intuitionistic fuzzy power bonferroni mean operators. Complexity. https:\/\/doi.org\/10.1155\/2017\/3571459","journal-title":"Complexity"},{"key":"1406_CR30","doi-asserted-by":"crossref","first-page":"1173","DOI":"10.1080\/0952813X.2017.1310309","volume":"29","author":"P Liu","year":"2017","unstructured":"Liu P, Qin X (2017) Maclaurin symmetric mean operators of linguistic intuitionistic fuzzy numbers and their application to multiple-attribute decision-making. J Exp Theor Artif Intell 29:1173\u20131202","journal-title":"J Exp Theor Artif Intell"},{"key":"1406_CR31","doi-asserted-by":"crossref","first-page":"817","DOI":"10.1142\/S0219622017500110","volume":"16","author":"P Liu","year":"2017","unstructured":"Liu P, Wang P (2017) Some improved linguistic intuitionistic fuzzy aggregation operators and their applications to multiple-attribute decision making. Int J Inf Technol Decis Mak 16:817\u2013850","journal-title":"Int J Inf Technol Decis Mak"},{"key":"1406_CR32","doi-asserted-by":"crossref","first-page":"15","DOI":"10.2991\/ijcis.11.1.2","volume":"11","author":"Y Liu","year":"2018","unstructured":"Liu Y et al (2018) A multiple attribute decision making approach based on new similarity measures of interval-valued hesitant fuzzy sets. Int J Comput Intell Syst 11:15\u201332","journal-title":"Int J Comput Intell Syst"},{"key":"1406_CR33","doi-asserted-by":"crossref","first-page":"5973","DOI":"10.3233\/JIFS-181777","volume":"36","author":"Y Liu","year":"2019","unstructured":"Liu Y et al (2019a) Dynamic intuitionistic fuzzy multiattribute decision making based on evidential reasoning and MDIFWG operator. J Intell Fuzzy Syst 36:5973\u20135987","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR34","doi-asserted-by":"crossref","first-page":"498","DOI":"10.2991\/ijcis.d.190315.001","volume":"12","author":"Y Liu","year":"2019","unstructured":"Liu Y et al (2019b) A Novel Method Based on Extended Uncertain 2-tuple Linguistic Muirhead Mean Operators to MAGDM under uncertain 2-tuple linguistic environment. Int J Comput Intell Syst 12:498\u2013512","journal-title":"Int J Comput Intell Syst"},{"key":"1406_CR35","doi-asserted-by":"crossref","first-page":"143412","DOI":"10.1109\/ACCESS.2019.2945005","volume":"7","author":"Y Liu","year":"2019","unstructured":"Liu Y et al (2019c) Multiattribute group decision-making approach with linguistic pythagorean fuzzy information. IEEE Access 7:143412\u2013143430","journal-title":"IEEE Access"},{"key":"1406_CR36","doi-asserted-by":"publisher","unstructured":"Liu Y et al (2019d) Pythagorean fuzzy linguistic muirhead mean operators and their applications to multiattribute decision making. https:\/\/doi.org\/10.1002\/int.22212","DOI":"10.1002\/int.22212"},{"key":"1406_CR37","doi-asserted-by":"publisher","DOI":"10.3390\/info10050168","author":"X Lu","year":"2019","unstructured":"Lu X, Ye J (2019) Similarity measures of linguistic cubic hesitant variables for multiple attribute group decision-making. Information. https:\/\/doi.org\/10.3390\/info10050168","journal-title":"Information"},{"key":"1406_CR38","doi-asserted-by":"crossref","first-page":"19","DOI":"10.20454\/ijas.2016.1055","volume":"5","author":"T Mahmood","year":"2016","unstructured":"Mahmood T, Mehmood F, Khan Q (2016) Cubic hesistant fuzzy sets and their applications to multi criteria decision making. Int J Algebra Stat 5:19\u201351","journal-title":"Int J Algebra Stat"},{"key":"1406_CR39","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/j.inffus.2018.05.001","volume":"46","author":"F Meng","year":"2019","unstructured":"Meng F et al (2019) Linguistic intuitionistic fuzzy preference relations and their application to multi-criteria decision making. Inf Fusion 46:77\u201390","journal-title":"Inf Fusion"},{"key":"1406_CR40","doi-asserted-by":"crossref","first-page":"2279","DOI":"10.1007\/s00521-017-3187-1","volume":"31","author":"AR Mishra","year":"2019","unstructured":"Mishra AR et al (2019) Intuitionistic fuzzy divergence measure-based multi-criteria decision-making method. Neural Comput Appl 31:2279\u20132294","journal-title":"Neural Comput Appl"},{"issue":"1","key":"1406_CR41","first-page":"71","volume":"41","author":"W Mohd","year":"2017","unstructured":"Mohd W, Rosanisah W, Abdullah L (2017) Aggregation methods in group decision making: a decade survey. Informatica 41(1):71\u201386","journal-title":"Informatica"},{"key":"1406_CR42","doi-asserted-by":"publisher","DOI":"10.1007\/s40815-019-00768-x","author":"AS Muneeza","year":"2020","unstructured":"Muneeza AS (2020) Multicriteria group decision-making for supplier selection based on intuitionistic cubic fuzzy aggregation operators. Int J Fuzzy Syst. https:\/\/doi.org\/10.1007\/s40815-019-00768-x","journal-title":"Int J Fuzzy Syst"},{"key":"1406_CR43","volume-title":"An introduction to copula","author":"RB Nelsen","year":"1998","unstructured":"Nelsen RB (1998) An introduction to copula. Springer, Berlin"},{"key":"1406_CR44","doi-asserted-by":"publisher","DOI":"10.1007\/s41066-020-00225-3","author":"M Qiyas","year":"2020","unstructured":"Qiyas M, Abdullah S (2020) A novel approach of linguistic intuitionistic cubic hesitant variables and their application in decision making. Granul Comput. https:\/\/doi.org\/10.1007\/s41066-020-00225-3","journal-title":"Granul Comput"},{"key":"1406_CR45","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-02563-1","author":"M Qiyas","year":"2020","unstructured":"Qiyas M, Abdullah S, Liu Y et al (2020) Multi-criteria decision support systems based on linguistic intuitionistic cubic fuzzy aggregation operators. J Ambient Intell Humaniz Comput. https:\/\/doi.org\/10.1007\/s12652-020-02563-1","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"1406_CR46","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1109\/TFUZZ.2011.2170076","volume":"20","author":"RM Rodriguez","year":"2012","unstructured":"Rodriguez RM, Martinez L, Herrera F (2012) Hesitant fuzzy linguistic term sets for decision making. IEEE Trans Fuzzy Syst 20:109\u2013119","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"1","key":"1406_CR47","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1007\/s40314-015-0219-2","volume":"36","author":"P Singh","year":"2015","unstructured":"Singh P (2015) Distance and similarity measures for multiple-attribute decision making with dual hesitant fuzzy sets. Comput Appl Math 36(1):111\u2013126. https:\/\/doi.org\/10.1007\/s40314-015-0219-2","journal-title":"Comput Appl Math"},{"key":"1406_CR48","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1016\/S0165-0114(98)00244-9","volume":"114","author":"E Szmidt","year":"2000","unstructured":"Szmidt E, Kacprzyk J (2000) Distances between intuitionistic fuzzy sets. Fuzzy Sets Syst 114:505\u2013518","journal-title":"Fuzzy Sets Syst"},{"key":"1406_CR49","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1007\/s12559-018-9545-1","volume":"10","author":"Z Tao","year":"2018","unstructured":"Tao Z et al (2018a) On intuitionistic fuzzy copula aggregation operators in multiple-attribute decision making. Cogn Comput 10:610\u2013624","journal-title":"Cogn Comput"},{"key":"1406_CR50","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1142\/S0218488518500289","volume":"26","author":"Z Tao","year":"2018","unstructured":"Tao Z et al (2018b) The novel computational model of unbalanced linguistic variables based on Archimedean Copula. Inte J Uncertain Fuzziness Knowl Based Syst 26:601\u2013631","journal-title":"Inte J Uncertain Fuzziness Knowl Based Syst"},{"key":"1406_CR51","first-page":"529","volume":"25","author":"V Torra","year":"2010","unstructured":"Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25:529\u2013539","journal-title":"Int J Intell Syst"},{"issue":"4","key":"1406_CR52","doi-asserted-by":"crossref","first-page":"1811","DOI":"10.3233\/IFS-141148","volume":"27","author":"R Verma","year":"2014","unstructured":"Verma R (2014) A new measure of inaccuracy with its application to multi-criteria decision making under intuitionistic fuzzy environment. J Intell Fuzzy Syst 27(4):1811\u20131824","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR53","doi-asserted-by":"crossref","first-page":"1993","DOI":"10.1007\/s13042-016-0579-y","volume":"8","author":"R Verma","year":"2016","unstructured":"Verma R (2016) Multiple attribute group decision making based on generalized trapezoid fuzzy linguistic prioritized weighted average operator. Int J Mach Learn Cybern 8:1993\u20132007","journal-title":"Int J Mach Learn Cybern"},{"key":"1406_CR54","doi-asserted-by":"crossref","first-page":"2907","DOI":"10.3233\/JIFS-181197","volume":"38","author":"R Verma","year":"2020","unstructured":"Verma R (2020) On aggregation operators for linguistic trapezoidal fuzzy intuitionistic fuzzy sets and their application to multiple attribute group decision-making. J Intell Fuzzy Syst 38:2907\u20132950","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR55","doi-asserted-by":"crossref","first-page":"17377","DOI":"10.1007\/s00500-020-05026-z","volume":"24","author":"R Verma","year":"2020","unstructured":"Verma R, Merig\u00f3 JM (2020) Multiple attribute group decision making based on 2-dimension linguistic intuitionistic fuzzy aggregation operators. Soft Comput 24:17377\u201317400","journal-title":"Soft Comput"},{"issue":"1","key":"1406_CR56","first-page":"111","volume":"49","author":"R Verma","year":"2013","unstructured":"Verma R, Sharma BD (2013) Exponential entropy on intuitionistic fuzzy sets. Kybernetika 49(1):111\u2013127","journal-title":"Kybernetika"},{"key":"1406_CR57","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1007\/s10726-012-9316-4","volume":"23","author":"JQ Wang","year":"2014","unstructured":"Wang JQ, Han ZQ, Zhang HY (2014) Multi-criteria group decision-making method based on intuitionistic interval fuzzy information. Group Decis Negot 23:715\u2013733","journal-title":"Group Decis Negot"},{"key":"1406_CR58","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.ins.2003.10.006","volume":"166","author":"Z Xu","year":"2004","unstructured":"Xu Z (2004) A method based on linguistic aggregation operators for group decision making under linguistic preference relations. Inform Sci 166:19\u201330","journal-title":"Inform Sci"},{"key":"1406_CR59","doi-asserted-by":"crossref","first-page":"843","DOI":"10.1002\/int.20097","volume":"20","author":"ZS Xu","year":"2005","unstructured":"Xu ZS (2005) An overview of methods for determining owa weights. Int J Intell Syst 20:843\u2013865","journal-title":"Int J Intell Syst"},{"key":"1406_CR60","doi-asserted-by":"crossref","first-page":"2351","DOI":"10.3233\/JIFS-171413","volume":"34","author":"J Ye","year":"2018","unstructured":"Ye J (2018) Multiple attribute decision-making method based on linguistic cubic variables. J Intell Fuzzy Syst 34:2351\u20132361","journal-title":"J Intell Fuzzy Syst"},{"key":"1406_CR61","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 8:338\u2013353","journal-title":"Inf Control"},{"key":"1406_CR62","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/0020-0255(75)90036-5","volume":"8","author":"LA Zadeh","year":"1975","unstructured":"Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning: Part-1. Inform Sci 8:199\u2013251","journal-title":"Inform Sci"},{"key":"1406_CR63","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/432092","author":"H Zhang","year":"2014","unstructured":"Zhang H (2014) Linguistic intuitionistic fuzzy sets and application in MAGDM. J Appl Math. https:\/\/doi.org\/10.1155\/2014\/432092","journal-title":"J Appl Math"},{"key":"1406_CR64","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/879629","author":"B Zhu","year":"2012","unstructured":"Zhu B, Xu ZS, Xia MM (2012) Dual hesitant fuzzy sets. J Appl Math. https:\/\/doi.org\/10.1155\/2012\/879629","journal-title":"J Appl Math"}],"container-title":["Computational and Applied Mathematics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40314-020-01406-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40314-020-01406-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40314-020-01406-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T02:24:00Z","timestamp":1744165440000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40314-020-01406-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,8]]},"references-count":64,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,2]]}},"alternative-id":["1406"],"URL":"https:\/\/doi.org\/10.1007\/s40314-020-01406-1","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-29617\/v1","asserted-by":"object"}]},"ISSN":["2238-3603","1807-0302"],"issn-type":[{"value":"2238-3603","type":"print"},{"value":"1807-0302","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,8]]},"assertion":[{"value":"22 June 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 November 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 December 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 January 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"16"}}