{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T05:34:26Z","timestamp":1772343266778,"version":"3.50.1"},"reference-count":57,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2022,10,5]],"date-time":"2022-10-05T00:00:00Z","timestamp":1664928000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,10,5]],"date-time":"2022-10-05T00:00:00Z","timestamp":1664928000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71871001"],"award-info":[{"award-number":["71871001"]}],"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":["71771001"],"award-info":[{"award-number":["71771001"]}],"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":["72001001"],"award-info":[{"award-number":["72001001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100017128","name":"Natural Science Foundation for Distinguished Young Scholars of Anhui Province","doi-asserted-by":"crossref","award":["1908085J03"],"award-info":[{"award-number":["1908085J03"]}],"id":[{"id":"10.13039\/100017128","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Research Funding Project of Academic and technical leaders and reserve candidates in Anhui Province","award":["No.2018H179"],"award-info":[{"award-number":["No.2018H179"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Fuzzy Syst."],"published-print":{"date-parts":[[2023,3]]},"DOI":"10.1007\/s40815-022-01386-w","type":"journal-article","created":{"date-parts":[[2022,10,5]],"date-time":"2022-10-05T03:25:47Z","timestamp":1664940347000},"page":"1-14","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":31,"title":["Extension of TOPSIS Method Under q-Rung Orthopair Fuzzy Hypersoft Environment Based on Correlation Coefficients and Its Applications to Multi-Attribute Group Decision-Making"],"prefix":"10.1007","volume":"25","author":[{"given":"Shahid Hussain","family":"Gurmani","sequence":"first","affiliation":[]},{"given":"Huayou","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Yuhang","family":"Bai","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,10,5]]},"reference":[{"key":"1386_CR1","first-page":"338","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh, L.A.: Information and control. Fuzzy Sets 8, 338\u2013353 (1965)","journal-title":"Fuzzy Sets"},{"key":"1386_CR2","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1145\/219717.219791","volume":"38","author":"Z Pawlak","year":"1995","unstructured":"Pawlak, Z., Grzymala-Busse, J., Slowinski, R., Ziarko, W.: Rough sets. Commun. ACM. 38, 88\u201395 (1995)","journal-title":"Commun. ACM."},{"key":"1386_CR3","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.: Soft set theory\u2014first results. Comput. Math. Appl. 37, 19\u201331 (1999)","journal-title":"Comput. Math. Appl."},{"key":"1386_CR4","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/S0165-0114(99)00112-8","volume":"110","author":"KT Atanassov","year":"2000","unstructured":"Atanassov, K.T.: Two theorems for intuitionistic fuzzy sets. Fuzzy Sets Syst. 110, 267\u2013269 (2000)","journal-title":"Fuzzy Sets Syst."},{"key":"1386_CR5","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/S0165-0114(98)00235-8","volume":"117","author":"SK De","year":"2001","unstructured":"De, S.K., Biswas, R., Roy, A.R.: An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst. 117, 209\u2013213 (2001)","journal-title":"Fuzzy Sets Syst."},{"key":"1386_CR6","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.: Distances between intuitionistic fuzzy sets. Fuzzy Sets Syst. 114, 505\u2013518 (2000)","journal-title":"Fuzzy Sets Syst."},{"key":"1386_CR7","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1016\/j.ins.2021.04.068","volume":"571","author":"WS Du","year":"2021","unstructured":"Du, W.S.: Subtraction and division operations on intuitionistic fuzzy sets derived from the Hamming distance. Inf. Sci. (Ny) 571, 206\u2013224 (2021)","journal-title":"Inf. Sci. (Ny)"},{"key":"1386_CR8","doi-asserted-by":"crossref","unstructured":"Yager, R.R.: Pythagorean fuzzy subsets. In: 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA\/NAFIPS), pp. 57\u201361. IEEE (2013)","DOI":"10.1109\/IFSA-NAFIPS.2013.6608375"},{"key":"1386_CR9","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1109\/TFUZZ.2013.2278989","volume":"22","author":"RR Yager","year":"2013","unstructured":"Yager, R.R.: Pythagorean membership grades in multicriteria decision making. IEEE Trans. Fuzzy Syst. 22, 958\u2013965 (2013)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"1386_CR10","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1002\/int.21738","volume":"30","author":"X Peng","year":"2015","unstructured":"Peng, X., Yang, Y.: Some results for Pythagorean fuzzy sets. Int. J. Intell. Syst. 30, 1133\u20131160 (2015)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR11","doi-asserted-by":"crossref","first-page":"1061","DOI":"10.1002\/int.21676","volume":"29","author":"X Zhang","year":"2014","unstructured":"Zhang, X., Xu, Z.: Extension of TOPSIS to multiple criteria decision making with Pythagorean fuzzy sets. Int. J. Intell. Syst. 29, 1061\u20131078 (2014)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR12","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1002\/int.21946","volume":"33","author":"G Wei","year":"2018","unstructured":"Wei, G., Lu, M.: Pythagorean fuzzy power aggregation operators in multiple attribute decision making. Int. J. Intell. Syst. 33, 169\u2013186 (2018)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR13","doi-asserted-by":"crossref","first-page":"886","DOI":"10.1002\/int.21809","volume":"31","author":"H Garg","year":"2016","unstructured":"Garg, H.: A new generalized Pythagorean fuzzy information aggregation using Einstein operations and its application to decision making. Int. J. Intell. Syst. 31, 886\u2013920 (2016)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR14","doi-asserted-by":"crossref","unstructured":"Garg, H.: Hesitant Pythagorean fuzzy sets and their aggregation operators in multiple attribute decision-making. Int. J. Uncertain. Quantif. 8 (2018)","DOI":"10.1615\/Int.J.UncertaintyQuantification.2018020979"},{"key":"1386_CR15","doi-asserted-by":"crossref","first-page":"529","DOI":"10.3233\/IFS-162165","volume":"31","author":"H Garg","year":"2016","unstructured":"Garg, H.: A novel accuracy function under interval-valued Pythagorean fuzzy environment for solving multicriteria decision making problem. J. Intell. Fuzzy Syst. 31, 529\u2013540 (2016)","journal-title":"J. Intell. Fuzzy Syst."},{"key":"1386_CR16","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1002\/int.21790","volume":"31","author":"X Peng","year":"2016","unstructured":"Peng, X., Yang, Y.: Fundamental properties of interval-valued Pythagorean fuzzy aggregation operators. Int. J. Intell. Syst. 31, 444\u2013487 (2016)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR17","doi-asserted-by":"crossref","first-page":"954","DOI":"10.1016\/j.cie.2018.11.029","volume":"127","author":"Q Wu","year":"2019","unstructured":"Wu, Q., Lin, W., Zhou, L., Chen, Y., Chen, H.: Enhancing multiple attribute group decision making flexibility based on information fusion technique and hesitant Pythagorean fuzzy sets. Comput. Ind. Eng. 127, 954\u2013970 (2019)","journal-title":"Comput. Ind. Eng."},{"key":"1386_CR18","doi-asserted-by":"crossref","first-page":"1222","DOI":"10.1109\/TFUZZ.2016.2604005","volume":"25","author":"RR Yager","year":"2016","unstructured":"Yager, R.R.: Generalized orthopair fuzzy sets. IEEE Trans. Fuzzy Syst. 25, 1222\u20131230 (2016)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"1386_CR19","doi-asserted-by":"crossref","first-page":"1426","DOI":"10.1002\/int.21985","volume":"33","author":"G Wei","year":"2018","unstructured":"Wei, G., Gao, H., Wei, Y.: Some q-rung orthopair fuzzy Heronian mean operators in multiple attribute decision making. Int. J. Intell. Syst. 33, 1426\u20131458 (2018)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR20","doi-asserted-by":"crossref","first-page":"2139","DOI":"10.1002\/int.22007","volume":"33","author":"MI Ali","year":"2018","unstructured":"Ali, M.I.: Another view on q-rung orthopair fuzzy sets. Int. J. Intell. Syst. 33, 2139\u20132153 (2018)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR21","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.inffus.2017.02.005","volume":"38","author":"RR Yager","year":"2017","unstructured":"Yager, R.R., Alajlan, N.: Approximate reasoning with generalized orthopair fuzzy sets. Inf. Fusion. 38, 65\u201373 (2017)","journal-title":"Inf. Fusion."},{"key":"1386_CR22","doi-asserted-by":"crossref","first-page":"834","DOI":"10.1109\/TFUZZ.2018.2826452","volume":"27","author":"P Liu","year":"2018","unstructured":"Liu, P., Wang, P.: Multiple-attribute decision-making based on Archimedean Bonferroni Operators of q-rung orthopair fuzzy numbers. IEEE Trans. Fuzzy Syst. 27, 834\u2013848 (2018)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"1386_CR23","doi-asserted-by":"crossref","first-page":"2255","DOI":"10.1002\/int.22028","volume":"33","author":"X Peng","year":"2018","unstructured":"Peng, X., Dai, J., Garg, H.: Exponential operation and aggregation operator for q-rung orthopair fuzzy set and their decision-making method with a new score function. Int. J. Intell. Syst. 33, 2255\u20132282 (2018)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR24","doi-asserted-by":"crossref","first-page":"1900","DOI":"10.1002\/int.22001","volume":"33","author":"Z Liu","year":"2018","unstructured":"Liu, Z., Liu, P., Liang, X.: Multiple attribute decision-making method for dealing with heterogeneous relationship among attributes and unknown attribute weight information under q-rung orthopair fuzzy environment. Int. J. Intell. Syst. 33, 1900\u20131928 (2018)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR25","doi-asserted-by":"crossref","first-page":"5225","DOI":"10.3233\/JIFS-169806","volume":"35","author":"BP Joshi","year":"2018","unstructured":"Joshi, B.P., Singh, A., Bhatt, P.K., Vaisla, K.S.: Interval valued q-rung orthopair fuzzy sets and their properties. J. Intell. Fuzzy Syst. 35, 5225\u20135230 (2018)","journal-title":"J. Intell. Fuzzy Syst."},{"key":"1386_CR26","doi-asserted-by":"crossref","first-page":"56","DOI":"10.3390\/sym11010056","volume":"11","author":"J Wang","year":"2019","unstructured":"Wang, J., Gao, H., Wei, G., Wei, Y.: Methods for multiple-attribute group decision making with q-rung interval-valued orthopair fuzzy information and their applications to the selection of green suppliers. Symmetry (Basel) 11, 56 (2019)","journal-title":"Symmetry (Basel)"},{"key":"1386_CR27","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1002\/int.21968","volume":"33","author":"WS Du","year":"2018","unstructured":"Du, W.S.: Minkowski-type distance measures for generalized orthopair fuzzy sets. Int. J. Intell. Syst. 33, 802\u2013817 (2018)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR28","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2022.117034","volume":"200","author":"G Tang","year":"2022","unstructured":"Tang, G., Yang, Y., Gu, X., Chiclana, F., Liu, P., Wang, F.: A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment. Expert Syst. Appl. 200, 117034 (2022)","journal-title":"Expert Syst. Appl."},{"key":"1386_CR29","volume":"91","author":"G Tang","year":"2020","unstructured":"Tang, G., Chiclana, F., Liu, P.: A decision-theoretic rough set model with q-rung orthopair fuzzy information and its application in stock investment evaluation. Appl. Soft Comput. 91, 106212 (2020)","journal-title":"Appl. Soft Comput."},{"key":"1386_CR30","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.ins.2021.10.044","volume":"584","author":"G Tang","year":"2022","unstructured":"Tang, G., Long, J., Gu, X., Chiclana, F., Liu, P., Wang, F.: Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship. Inf. Sci. (Ny) 584, 184\u2013211 (2022)","journal-title":"Inf. Sci. (Ny)"},{"key":"1386_CR31","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2019.105438","volume":"193","author":"G Tang","year":"2020","unstructured":"Tang, G., Chiclana, F., Lin, X., Liu, P.: Interval type-2 fuzzy multi-attribute decision-making approaches for evaluating the service quality of Chinese commercial banks. Knowl.-Based Syst. 193, 105438 (2020)","journal-title":"Knowl.-Based Syst."},{"key":"1386_CR32","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1016\/S0898-1221(03)00016-6","volume":"45","author":"PK Maji","year":"2003","unstructured":"Maji, P.K., Biswas, R., Roy, A.R.: Soft set theory. Comput. Math. Appl. 45, 555\u2013562 (2003)","journal-title":"Comput. Math. Appl."},{"key":"1386_CR33","doi-asserted-by":"crossref","first-page":"1547","DOI":"10.1016\/j.camwa.2008.11.009","volume":"57","author":"MI Ali","year":"2009","unstructured":"Ali, M.I., Feng, F., Liu, X., Min, W.K., Shabir, M.: On some new operations in soft set theory. Comput. Math. Appl. 57, 1547\u20131553 (2009)","journal-title":"Comput. Math. Appl."},{"key":"1386_CR34","unstructured":"Maji, P.K., Biswas, R.K., Roy, A.: Fuzzy soft sets. (2001)"},{"key":"1386_CR35","first-page":"677","volume":"9","author":"PK Maji","year":"2001","unstructured":"Maji, P.K., Biswas, R., Roy, A.R.: Intuitionistic fuzzy soft sets. J. Fuzzy Math. 9, 677\u2013692 (2001)","journal-title":"J. Fuzzy Math."},{"key":"1386_CR36","first-page":"931","volume":"25","author":"R Arora","year":"2018","unstructured":"Arora, R., Garg, H.: A robust aggregation operators for multi-criteria decision-making with intuitionistic fuzzy soft set environment. Sci. Iran. 25, 931\u2013942 (2018)","journal-title":"Sci. Iran."},{"key":"1386_CR37","doi-asserted-by":"crossref","unstructured":"Geng, S., Li, Y., Feng, F., Wang, X.: Generalized intuitionistic fuzzy soft sets and multiattribute decision making. In: 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI), pp. 2206\u20132211. IEEE (2011)","DOI":"10.1109\/BMEI.2011.6098682"},{"key":"1386_CR38","doi-asserted-by":"crossref","first-page":"474","DOI":"10.1109\/TFUZZ.2018.2860967","volume":"27","author":"F Feng","year":"2018","unstructured":"Feng, F., Fujita, H., Ali, M.I., Yager, R.R., Liu, X.: Another view on generalized intuitionistic fuzzy soft sets and related multiattribute decision making methods. IEEE Trans. Fuzzy Syst. 27, 474\u2013488 (2018)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"1386_CR39","doi-asserted-by":"crossref","first-page":"824","DOI":"10.1016\/j.apm.2010.07.038","volume":"35","author":"Y Jiang","year":"2011","unstructured":"Jiang, Y., Tang, Y., Chen, Q.: An adjustable approach to intuitionistic fuzzy soft sets based decision making. Appl. Math. Model. 35, 824\u2013836 (2011)","journal-title":"Appl. Math. Model."},{"key":"1386_CR40","first-page":"224","volume":"41","author":"XD Peng","year":"2015","unstructured":"Peng, X.D., Yang, Y., Song, J., Jiang, Y.: Pythagorean fuzzy soft set and its application. Comput. Eng. 41, 224\u2013229 (2015)","journal-title":"Comput. Eng."},{"key":"1386_CR41","doi-asserted-by":"crossref","first-page":"1050","DOI":"10.3934\/math.2020073","volume":"5","author":"TM Athira","year":"2020","unstructured":"Athira, T.M., John, S.J., Garg, H.: A novel entropy measure of Pythagorean fuzzy soft sets. AIMS Math. 5, 1050\u20131061 (2020)","journal-title":"AIMS Math."},{"key":"1386_CR42","doi-asserted-by":"publisher","first-page":"5545","DOI":"10.3233\/JIFS-202781","volume":"40","author":"RM Zulqarnain","year":"2021","unstructured":"Zulqarnain, R.M., Xin, X.L., Garg, H., Khan, W.A.: Aggregation operators of Pythagorean fuzzy soft sets with their application for green supplier chain management. J. Intell. Fuzzy Syst. 40, 5545\u20135563 (2021). https:\/\/doi.org\/10.3233\/JIFS-202781","journal-title":"J. Intell. Fuzzy Syst."},{"key":"1386_CR43","doi-asserted-by":"crossref","first-page":"31975","DOI":"10.1109\/ACCESS.2021.3059683","volume":"9","author":"R Chinram","year":"2021","unstructured":"Chinram, R., Hussain, A., Ali, M.I., Mahmood, T.: Some geometric aggregation operators under q-rung orthopair fuzzy soft information with their applications in multi-criteria decision making. IEEE Access. 9, 31975\u201331993 (2021)","journal-title":"IEEE Access."},{"key":"1386_CR44","first-page":"168","volume":"22","author":"F Smarandache","year":"2018","unstructured":"Smarandache, F.: Extension of soft set to hypersoft set, and then to plithogenic hypersoft set. Neutrosophic Sets Syst. 22, 168\u2013170 (2018)","journal-title":"Neutrosophic Sets Syst."},{"key":"1386_CR45","doi-asserted-by":"crossref","first-page":"2732","DOI":"10.3934\/math.2021167","volume":"6","author":"RM Zulqarnain","year":"2020","unstructured":"Zulqarnain, R.M., Xin, X.L., Saeed, M.: Extension of TOPSIS method under intuitionistic fuzzy hypersoft environment based on correlation coefficient and aggregation operators to solve decision making problem. AIMS Math. 6, 2732\u20132755 (2020)","journal-title":"AIMS Math."},{"key":"1386_CR46","unstructured":"Zulqarnain, R.M., Xin, X.L., Saeed, M.: A development of Pythagorean fuzzy hypersoft set with basic operations and decision-making approach based on the correlation coefficient. Theory Appl. Hypersoft Set. 6 (2021)"},{"key":"1386_CR47","doi-asserted-by":"publisher","first-page":"6634991","DOI":"10.1155\/2021\/6634991","volume":"2021","author":"RM Zulqarnain","year":"2021","unstructured":"Zulqarnain, R.M., Siddique, I., Jarad, F., Ali, R., Abdeljawad, T.: Development of TOPSIS technique under Pythagorean Fuzzy hypersoft environment based on correlation coefficient and its application towards the selection of antivirus mask in COVID-19 pandemic. Complexity 2021, 6634991 (2021). https:\/\/doi.org\/10.1155\/2021\/6634991","journal-title":"Complexity"},{"key":"1386_CR48","volume":"101","author":"Z Liu","year":"2021","unstructured":"Liu, Z., Wang, D., Wang, X., Zhao, X., Liu, P.: A generalized TODIM-ELECTRE II based integrated decision-making framework for technology selection of energy conservation and emission reduction with unknown weight information. Eng. Appl. Artif. Intell. 101, 104224 (2021)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"1386_CR49","doi-asserted-by":"crossref","first-page":"3480","DOI":"10.1002\/int.22698","volume":"37","author":"Z Liu","year":"2022","unstructured":"Liu, Z., Wang, D., Wang, W., Liu, P.: An integrated group decision-making framework for selecting cloud service providers based on regret theory and EVAMIX with hybrid information. Int. J. Intell. Syst. 37, 3480\u20133513 (2022)","journal-title":"Int. J. Intell. Syst."},{"key":"1386_CR50","doi-asserted-by":"crossref","unstructured":"Hwang, C.-L., Yoon, K.: Methods for multiple attribute decision making. In: Multiple Attribute Decision Making, pp. 58\u2013191. Springer, New York (1981)","DOI":"10.1007\/978-3-642-48318-9_3"},{"key":"1386_CR51","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/j.knosys.2013.05.011","volume":"52","author":"Z Xu","year":"2013","unstructured":"Xu, Z., Zhang, X.: Hesitant fuzzy multi-attribute decision making based on TOPSIS with incomplete weight information. Knowl.-Based Syst. 52, 53\u201364 (2013)","journal-title":"Knowl.-Based Syst."},{"key":"1386_CR52","doi-asserted-by":"publisher","first-page":"282","DOI":"10.1108\/K-04-2015-0093","volume":"45","author":"S Zeng","year":"2016","unstructured":"Zeng, S., Xiao, Y.: TOPSIS method for intuitionistic fuzzy multiple-criteria decision making and its application to investment selection. Kybernetes 45, 282\u2013296 (2016). https:\/\/doi.org\/10.1108\/K-04-2015-0093","journal-title":"Kybernetes"},{"key":"1386_CR53","first-page":"97","volume":"15","author":"D Joshi","year":"2014","unstructured":"Joshi, D., Kumar, S.: Intuitionistic fuzzy entropy and distance measure based TOPSIS method for multi-criteria decision making. Egypt. Inf. J. 15, 97\u2013104 (2014)","journal-title":"Egypt. Inf. J."},{"key":"1386_CR54","doi-asserted-by":"crossref","unstructured":"Garg, H.: A new improved score function of an interval-valued Pythagorean fuzzy set based TOPSIS method. Int. J. Uncertain. Quantif. 7 (2017)","DOI":"10.1615\/Int.J.UncertaintyQuantification.2017020197"},{"key":"1386_CR55","doi-asserted-by":"crossref","first-page":"162050","DOI":"10.1109\/ACCESS.2019.2951357","volume":"7","author":"P Liu","year":"2019","unstructured":"Liu, P., Liu, P., Wang, P., Zhu, B.: An extended multiple attribute group decision making method based on q-Rung orthopair fuzzy numbers. IEEE Access. 7, 162050\u2013162061 (2019)","journal-title":"IEEE Access."},{"key":"1386_CR56","doi-asserted-by":"crossref","unstructured":"Zulqarnain, R.M., Abdal, S., Maalik, A., Ali, B., Zafar, Z., Ahamad, M.I., Younas, S., Mariam, A., Dayan, F.: Application of TOPSIS method in decision making via soft set. Biomed J Sci Tech Res. 24 (2020)","DOI":"10.26717\/BJSTR.2020.24.004045"},{"key":"1386_CR57","doi-asserted-by":"crossref","first-page":"2944","DOI":"10.3934\/math.2020190","volume":"5","author":"H Garg","year":"2020","unstructured":"Garg, H., Arora, R.: TOPSIS method based on correlation coefficient for solving decision-making problems with intuitionistic fuzzy soft set information. AIMS Math. 5, 2944\u20132966 (2020)","journal-title":"AIMS Math."}],"container-title":["International Journal of Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-022-01386-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40815-022-01386-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-022-01386-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,14]],"date-time":"2023-03-14T20:19:07Z","timestamp":1678825147000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40815-022-01386-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,5]]},"references-count":57,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2023,3]]}},"alternative-id":["1386"],"URL":"https:\/\/doi.org\/10.1007\/s40815-022-01386-w","relation":{},"ISSN":["1562-2479","2199-3211"],"issn-type":[{"value":"1562-2479","type":"print"},{"value":"2199-3211","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,5]]},"assertion":[{"value":"24 January 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 May 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 October 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"All authors agreed to this submission.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed Consent"}}]}}