{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T18:03:53Z","timestamp":1784138633643,"version":"3.55.0"},"reference-count":65,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T00:00:00Z","timestamp":1751673600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T00:00:00Z","timestamp":1751673600000},"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":["71971117"],"award-info":[{"award-number":["71971117"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministry of education of Humanities and Social Science project of China","award":["17YJA630035"],"award-info":[{"award-number":["17YJA630035"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1007\/s10489-025-06540-z","type":"journal-article","created":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T05:01:15Z","timestamp":1751691675000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Application of multi-attribute large-scale group decision-making based on adaptive multi-threshold constraints in selecting the optimal site of a wastewater treatment plant"],"prefix":"10.1007","volume":"55","author":[{"given":"Shanshan","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenqi","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Witold","family":"Pedrycz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiwen","family":"Tao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiali","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianqi","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,7,5]]},"reference":[{"key":"6540_CR1","doi-asserted-by":"publisher","first-page":"37387","DOI":"10.1007\/s11356-024-33731-x","volume":"31","author":"JB Chen","year":"2024","unstructured":"Chen JB, Ao ZD, Chen HL, Wang YA, Jiang M, Qi L, Liu GH, Wang HC (2024) Analyzing greenhouse gas emissions and influencing factors of 247 actual wastewater treatment plants in China using emission factor and operational data integrated methods (ODIM). Environ Sci Pollut Res 31:37387\u201337403. https:\/\/doi.org\/10.1007\/s11356-024-33731-x","journal-title":"Environ Sci Pollut Res"},{"key":"6540_CR2","doi-asserted-by":"publisher","first-page":"102574","DOI":"10.1016\/j.inffus.2024.102574","volume":"112","author":"FF Jin","year":"2024","unstructured":"Jin FF, Lin H, Zhou LG (2024) Bounded rationality consensus reaching process with prospect theory and preventing individual weight manipulation for multi-attribute group decision making. Inf Fusion 112:102574. https:\/\/doi.org\/10.1016\/j.inffus.2024.102574","journal-title":"Inf Fusion"},{"key":"6540_CR3","doi-asserted-by":"publisher","first-page":"824","DOI":"10.1109\/TEM.2021.3138970","volume":"71","author":"J Liu","year":"2024","unstructured":"Liu J, Shao L, Jin F, Tao Z (2024) A multi-attribute group decision-making method based on trust relationship and DEA regret cross-efficiency. IEEE Trans Eng Manag 71:824\u2013836. https:\/\/doi.org\/10.1109\/TEM.2021.3138970","journal-title":"IEEE Trans Eng Manag"},{"key":"6540_CR4","doi-asserted-by":"publisher","first-page":"2350","DOI":"10.1007\/s40815-020-00887-w","volume":"22","author":"BL Wang","year":"2020","unstructured":"Wang BL, Liang JY (2020) A novel preference measure for multi-granularity probabilistic linguistic term sets and its applications in large-scale group decision-making. Int J Fuzzy Syst 22:2350\u20132368. https:\/\/doi.org\/10.1007\/s40815-020-00887-w","journal-title":"Int J Fuzzy Syst"},{"key":"6540_CR5","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1007\/s10726-022-09774-1","volume":"31","author":"YM Li","year":"2022","unstructured":"Li YM, Ji Y, Qu SJ (2022) Consensus building for uncertain large-scale group decision-making based on the clustering algorithm and robust discrete optimization. Group Decis Negot 31:453\u2013489. https:\/\/doi.org\/10.1007\/s10726-022-09774-1","journal-title":"Group Decis Negot"},{"key":"6540_CR6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.knosys.2018.06.036","volume":"162","author":"YC Dong","year":"2018","unstructured":"Dong YC, Zha QB, Zhang HJ, Kou G, Fujita H, Chiclana F, Herrera-Viedma E (2018) Consensus reaching in social network group decision making: research paradigms and challenges. Knowl-Based Syst 162:3\u201313. https:\/\/doi.org\/10.1016\/j.knosys.2018.06.036","journal-title":"Knowl-Based Syst"},{"key":"6540_CR7","doi-asserted-by":"publisher","first-page":"122803","DOI":"10.1016\/j.eswa.2023.122803","volume":"242","author":"ZH Meng","year":"2024","unstructured":"Meng ZH, Lin RH, Wu BD (2024) Multi-criteria group decision making based on graph neural networks in Pythagorean fuzzy environment. Expert Syst Appl 242:122803. https:\/\/doi.org\/10.1016\/j.eswa.2023.122803","journal-title":"Expert Syst Appl"},{"key":"6540_CR8","doi-asserted-by":"publisher","first-page":"102184","DOI":"10.1016\/j.inffus.2023.102184","volume":"104","author":"XL Sun","year":"2024","unstructured":"Sun XL, Zhu JJ, Wang JP, P\u00e9rez-G\u00e1lvez IJ, Cabrerizo FJ (2024) Consensus-reaching process in multi-stage large-scale group decision-making based on social network analysis: exploring the implication of herding behavior. Inf Fusion 104:102184. https:\/\/doi.org\/10.1016\/j.inffus.2023.102184","journal-title":"Inf Fusion"},{"key":"6540_CR9","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.inffus.2020.03.001","volume":"60","author":"HJ Zhang","year":"2020","unstructured":"Zhang HJ, Zhao SH, Kou G, Li CC, Dong YC, Herrera F (2020) An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: research paradigms and challenges. Inf Fusion 60:65\u201379. https:\/\/doi.org\/10.1016\/j.inffus.2020.03.001","journal-title":"Inf Fusion"},{"key":"6540_CR10","doi-asserted-by":"publisher","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. https:\/\/doi.org\/10.1016\/S0019-9958(65)90241-X","journal-title":"Inf Control"},{"key":"6540_CR11","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. https:\/\/doi.org\/10.1016\/S0165-0114(86)80034-3","journal-title":"Fuzzy Sets Syst"},{"key":"6540_CR12","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1016\/j.ins.2016.06.021","volume":"369","author":"Q Pang","year":"2016","unstructured":"Pang Q, Wang H, Xu ZS (2016) Probabilistic linguistic term sets in multi-attribute group decision making. Inf Sci 369:128\u2013143. https:\/\/doi.org\/10.1016\/j.ins.2016.06.021","journal-title":"Inf Sci"},{"key":"6540_CR13","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1002\/int.21584","volume":"28","author":"RR Yager","year":"2013","unstructured":"Yager RR, Abbasov AM (2013) Pythagorean membership grades, complex numbers, and decision making. Int J Intell Syst 28:436\u2013452. https:\/\/doi.org\/10.1002\/int.21584","journal-title":"Int J Intell Syst"},{"key":"6540_CR14","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/j.engappai.2019.05.008","volume":"85","author":"KX Gong","year":"2019","unstructured":"Gong KX, Chen CF (2019) Multiple-attribute decision making based on equivalence consistency under probabilistic linguistic dual hesitant fuzzy environment. Eng Appl Artif Intell 85:393\u2013401. https:\/\/doi.org\/10.1016\/j.engappai.2019.05.008","journal-title":"Eng Appl Artif Intell"},{"key":"6540_CR15","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1109\/TFUZZ.2006.876337","volume":"14","author":"JH Wang","year":"2006","unstructured":"Wang JH, Hao JY (2006) A new version of 2-tuple fuzzy linguistic representation model for computing with words. IEEE Trans Fuzzy Syst 14:435\u2013445. https:\/\/doi.org\/10.1109\/TFUZZ.2006.876337","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"6540_CR16","doi-asserted-by":"publisher","first-page":"2084","DOI":"10.1007\/s40815-017-0432-9","volume":"20","author":"HC Liao","year":"2018","unstructured":"Liao HC, Xu ZS, Herrera-Viedma E, Herrera F (2018) Hesitant fuzzy linguistic term set and its application in decision making: a state-of-the-art survey. Int J Fuzzy Syst 20:2084\u20132110. https:\/\/doi.org\/10.1007\/s40815-017-0432-9","journal-title":"Int J Fuzzy Syst"},{"key":"6540_CR17","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1002\/int.22216","volume":"35","author":"XM Mi","year":"2020","unstructured":"Mi XM, Liao HC, Wu XL, Xu ZS (2020) Probabilistic linguistic information fusion: a survey on aggregation operators in terms of principles, definitions, classifications, applications, and challenges. Int J Intell Syst 35:529\u2013556. https:\/\/doi.org\/10.1002\/int.22216","journal-title":"Int J Intell Syst"},{"key":"6540_CR18","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1007\/s10700-021-09351-2","volume":"20","author":"JH Chai","year":"2021","unstructured":"Chai JH, Xian SD, Lu SC (2021) Z probabilistic linguistic term sets and its application in multi-attribute group decision making. Fuzzy Optim Decis Making 20:529\u2013566. https:\/\/doi.org\/10.1007\/s10700-021-09351-2","journal-title":"Fuzzy Optim Decis Making"},{"key":"6540_CR19","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1007\/s40815-020-00897-8","volume":"23","author":"YF Du","year":"2021","unstructured":"Du YF, Liu D (2021) A novel approach for probabilistic linguistic multiple attribute decision making based on dual muirhead mean operators and VIKOR. Int J Fuzzy Syst 23:243\u2013261. https:\/\/doi.org\/10.1007\/s40815-020-00897-8","journal-title":"Int J Fuzzy Syst"},{"key":"6540_CR20","doi-asserted-by":"publisher","first-page":"107500","DOI":"10.1016\/j.cie.2021.107500","volume":"159","author":"YF Du","year":"2021","unstructured":"Du YF, Liu D (2021) An integrated method for multi-granular probabilistic linguistic multiple attribute decision-making with prospect theory. Comput Ind Eng 159:107500. https:\/\/doi.org\/10.1016\/j.cie.2021.107500","journal-title":"Comput Ind Eng"},{"key":"6540_CR21","doi-asserted-by":"publisher","first-page":"102839","DOI":"10.1016\/j.omega.2023.102839","volume":"117","author":"FF Jin","year":"2023","unstructured":"Jin FF, Cai YH, Zhou LG, Ding T (2023) Regret-rejoice two-stage multiplicative DEA models-driven cross-efficiency evaluation with probabilistic linguistic information. Omega 117:102839. https:\/\/doi.org\/10.1016\/j.omega.2023.102839","journal-title":"Omega"},{"key":"6540_CR22","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/j.knosys.2011.08.011","volume":"32","author":"Y Yang","year":"2012","unstructured":"Yang Y, Tan W, Li TR, Ruan D (2012) Consensus clustering based on constrained self-organizing map and improved Cop-Kmeans ensemble in intelligent decision support systems. Knowl-Based Syst 32:101\u2013115. https:\/\/doi.org\/10.1016\/j.knosys.2011.08.011","journal-title":"Knowl-Based Syst"},{"key":"6540_CR23","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1016\/j.inffus.2020.05.004","volume":"63","author":"ZJ Du","year":"2020","unstructured":"Du ZJ, Luo HY, Lin XD, Yu SM (2020) A trust-similarity analysis-based clustering method for large-scale group decision-making under a social network. Inf Fusion 63:13\u201329. https:\/\/doi.org\/10.1016\/j.inffus.2020.05.004","journal-title":"Inf Fusion"},{"key":"6540_CR24","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1016\/j.ejor.2022.03.040","volume":"303","author":"YH Li","year":"2022","unstructured":"Li YH, Kou G, Li GX, Peng Y (2022) Consensus reaching process in large-scale group decision making based on bounded confidence and social network. Eur J Oper Res 303:790\u2013802. https:\/\/doi.org\/10.1016\/j.ejor.2022.03.040","journal-title":"Eur J Oper Res"},{"key":"6540_CR25","doi-asserted-by":"publisher","first-page":"819","DOI":"10.1007\/s40747-021-00369-y","volume":"8","author":"P Mandal","year":"2022","unstructured":"Mandal P, Samanta S, Pal M (2022) Large-scale group decision-making based on Pythagorean linguistic preference relations using experts clustering and consensus measure with non-cooperative behavior analysis of clusters. Complex Intell Syst 8:819\u2013833. https:\/\/doi.org\/10.1007\/s40747-021-00369-y","journal-title":"Complex Intell Syst"},{"key":"6540_CR26","doi-asserted-by":"publisher","first-page":"3542","DOI":"10.1109\/TSMC.2021.3070902","volume":"52","author":"M Tang","year":"2022","unstructured":"Tang M, Liao H, Fujita H (2022) Delegation mechanism-based large-scale group decision making with heterogeneous experts and overlapping communities. IEEE Trans Syst Man Cybern: Syst 52:3542\u20133555. https:\/\/doi.org\/10.1109\/TSMC.2021.3070902","journal-title":"IEEE Trans Syst Man Cybern: Syst"},{"key":"6540_CR27","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1016\/j.ejor.2020.05.048","volume":"288","author":"P Amenta","year":"2021","unstructured":"Amenta P, Lucadamo A, Marcarelli G (2021) On the choice of weights for aggregating judgments in non-negotiable AHP group decision making. Eur J Oper Res 288:294\u2013301. https:\/\/doi.org\/10.1016\/j.ejor.2020.05.048","journal-title":"Eur J Oper Res"},{"key":"6540_CR28","doi-asserted-by":"publisher","first-page":"102075","DOI":"10.1016\/j.omega.2019.06.001","volume":"96","author":"M Mohammadi","year":"2020","unstructured":"Mohammadi M, Rezaei J (2020) Bayesian best-worst method: a probabilistic group decision making model. Omega 96:102075. https:\/\/doi.org\/10.1016\/j.omega.2019.06.001","journal-title":"Omega"},{"key":"6540_CR29","doi-asserted-by":"publisher","first-page":"2689","DOI":"10.1109\/TFUZZ.2020.3006559","volume":"29","author":"B Zhang","year":"2021","unstructured":"Zhang B, Dong Y, Feng X, Pedrycz W (2021) Maximum fuzzy consensus feedback mechanism with minimum cost and private interest in group decision-making. IEEE Trans Fuzzy Syst 29:2689\u20132700. https:\/\/doi.org\/10.1109\/TFUZZ.2020.3006559","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"6540_CR30","doi-asserted-by":"publisher","first-page":"106780","DOI":"10.1016\/j.knosys.2021.106780","volume":"215","author":"RM Rodr\u00edguez","year":"2021","unstructured":"Rodr\u00edguez RM, Labella \u00c1, Dutta B, Mart\u00ednez L (2021) Comprehensive minimum cost models for large scale group decision making with consistent fuzzy preference relations. Knowl-Based Syst 215:106780. https:\/\/doi.org\/10.1016\/j.knosys.2021.106780","journal-title":"Knowl-Based Syst"},{"key":"6540_CR31","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.knosys.2018.06.009","volume":"159","author":"RM Rodr\u00edguez","year":"2018","unstructured":"Rodr\u00edguez RM, Labella \u00c1, Tr\u00e9 GD, Mart\u00ednez L (2018) A large scale consensus reaching process managing group hesitation. Knowl-Based Syst 159:86\u201397. https:\/\/doi.org\/10.1016\/j.knosys.2018.06.009","journal-title":"Knowl-Based Syst"},{"key":"6540_CR32","doi-asserted-by":"publisher","first-page":"632","DOI":"10.1016\/j.ejor.2020.12.028","volume":"293","author":"M Tang","year":"2021","unstructured":"Tang M, Liao HC, Mi XM, Lev B, Pedrycz W (2021) A hierarchical consensus reaching process for group decision making with noncooperative behaviors. Eur J Oper Res 293:632\u2013642. https:\/\/doi.org\/10.1016\/j.ejor.2020.12.028","journal-title":"Eur J Oper Res"},{"key":"6540_CR33","doi-asserted-by":"publisher","first-page":"109779","DOI":"10.1016\/j.cie.2023.109779","volume":"187","author":"J Xiao","year":"2024","unstructured":"Xiao J, Wang XL (2024) An optimization method for handling incomplete and conflicting opinions in quality function deployment based on consistency and consensus reaching process. Comput Ind Eng 187:109779. https:\/\/doi.org\/10.1016\/j.cie.2023.109779","journal-title":"Comput Ind Eng"},{"key":"6540_CR34","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1016\/j.inffus.2023.01.026","volume":"94","author":"M Zhou","year":"2023","unstructured":"Zhou M, Zheng YQ, Chen YW, Cheng BY, Herrera-Viedma E, Wu J (2023) A large-scale group consensus reaching approach considering self-confidence with two-tuple linguistic trust\/distrust relationship and its application in life cycle sustainability assessment. Inf Fusion 94:181\u2013199. https:\/\/doi.org\/10.1016\/j.inffus.2023.01.026","journal-title":"Inf Fusion"},{"key":"6540_CR35","doi-asserted-by":"publisher","first-page":"119280","DOI":"10.1016\/j.ins.2023.119280","volume":"644","author":"M Zhou","year":"2023","unstructured":"Zhou M, Zhou YJ, Liu XB, Wu J, Fujita H, Herrera-Viedma E (2023) An adaptive two-stage consensus reaching process based on heterogeneous judgments and social relations for large-scale group decision making. Inf Sci 644:119280. https:\/\/doi.org\/10.1016\/j.ins.2023.119280","journal-title":"Inf Sci"},{"key":"6540_CR36","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1016\/j.ejor.2022.12.019","volume":"308","author":"FY Meng","year":"2023","unstructured":"Meng FY, Gong ZW, Pedrycz W, Chu JF (2023) Selfish-dilemma consensus analysis for group decision making in the perspective of cooperative game theory. Eur J Oper Res 308:290\u2013305. https:\/\/doi.org\/10.1016\/j.ejor.2022.12.019","journal-title":"Eur J Oper Res"},{"key":"6540_CR37","doi-asserted-by":"publisher","first-page":"119163","DOI":"10.1016\/j.eswa.2022.119163","volume":"214","author":"K Xiong","year":"2023","unstructured":"Xiong K, Dong YC, Zha QB (2023) A large-scale consensus model to manage non-cooperative behaviors in group decision making: a perspective based on historical data. Expert Syst Appl 214:119163. https:\/\/doi.org\/10.1016\/j.eswa.2022.119163","journal-title":"Expert Syst Appl"},{"key":"6540_CR38","doi-asserted-by":"publisher","first-page":"1279","DOI":"10.1016\/j.ejor.2022.08.033","volume":"306","author":"WW Guo","year":"2023","unstructured":"Guo WW, Gong ZW, Zhang WG, Xu YX (2023) Minimum cost consensus modeling under dynamic feedback regulation mechanism considering consensus principle and tolerance level. Eur J Oper Res 306:1279\u20131295. https:\/\/doi.org\/10.1016\/j.ejor.2022.08.033","journal-title":"Eur J Oper Res"},{"key":"6540_CR39","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.inffus.2021.11.001","volume":"80","author":"JD Qin","year":"2022","unstructured":"Qin JD, Li MX, Liang YY (2022) Minimum cost consensus model for CRP-driven preference optimization analysis in large-scale group decision making using Louvain algorithm. Inf Fusion 80:121\u2013136. https:\/\/doi.org\/10.1016\/j.inffus.2021.11.001","journal-title":"Inf Fusion"},{"key":"6540_CR40","doi-asserted-by":"publisher","first-page":"910","DOI":"10.1016\/j.ins.2020.08.022","volume":"547","author":"YL Lu","year":"2021","unstructured":"Lu YL, Xu YJ, Herrera-Viedma E, Han YF (2021) Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization. Inf Sci 547:910\u2013930. https:\/\/doi.org\/10.1016\/j.ins.2020.08.022","journal-title":"Inf Sci"},{"key":"6540_CR41","doi-asserted-by":"publisher","first-page":"957","DOI":"10.1016\/j.ejor.2019.10.006","volume":"282","author":"M Tang","year":"2020","unstructured":"Tang M, Liao HC, Xu JP, Streimikiene D, Zheng XS (2020) Adaptive consensus reaching process with hybrid strategies for large-scale group decision making. Eur J Oper Res 282:957\u2013971. https:\/\/doi.org\/10.1016\/j.ejor.2019.10.006","journal-title":"Eur J Oper Res"},{"key":"6540_CR42","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/j.omega.2004.04.008","volume":"33","author":"ZS Xu","year":"2005","unstructured":"Xu ZS (2005) Deviation measures of linguistic preference relations in group decision making. Omega 33:249\u2013254. https:\/\/doi.org\/10.1016\/j.omega.2004.04.008","journal-title":"Omega"},{"key":"6540_CR43","doi-asserted-by":"publisher","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. https:\/\/doi.org\/10.1109\/TFUZZ.2011.2170076","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"6540_CR44","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/s10700-006-0022-z","volume":"6","author":"ZS Xu","year":"2007","unstructured":"Xu ZS (2007) An interactive procedure for linguistic multiple attribute decision making with incomplete weight information. Fuzzy Optim Decis Making 6:17\u201327. https:\/\/doi.org\/10.1007\/s10700-006-0022-z","journal-title":"Fuzzy Optim Decis Making"},{"key":"6540_CR45","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1016\/j.ins.2016.08.034","volume":"372","author":"XJ Gou","year":"2016","unstructured":"Gou XJ, Xu ZS (2016) Novel basic operational laws for linguistic terms, hesitant fuzzy linguistic term sets and probabilistic linguistic term sets. Inf Sci 372:407\u2013427. https:\/\/doi.org\/10.1016\/j.ins.2016.08.034","journal-title":"Inf Sci"},{"key":"6540_CR46","unstructured":"MacQueen J (1967) Some methods for classification and analysis of multivariate observations. In: Proceedings of the fifth berkeley symposium on mathematical statistics and probability, vol 1. University of California Press, pp 281\u2013298"},{"key":"6540_CR47","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw PJ (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J Comput Appl Math 20:53\u201365. https:\/\/doi.org\/10.1016\/0377-0427(87)90125-7","journal-title":"J Comput Appl Math"},{"key":"6540_CR48","doi-asserted-by":"publisher","first-page":"227","DOI":"10.4028\/www.scientific.net\/AMR.951.227","volume":"951","author":"HB Zhou","year":"2014","unstructured":"Zhou HB, Gao JT (2014) Automatic method for determining cluster number based on silhouette coefficient. Adv Mater Res 951:227\u2013230. https:\/\/doi.org\/10.4028\/www.scientific.net\/AMR.951.227","journal-title":"Adv Mater Res"},{"key":"6540_CR49","doi-asserted-by":"publisher","first-page":"1702","DOI":"10.1016\/j.ins.2022.07.042","volume":"608","author":"XL Tian","year":"2022","unstructured":"Tian XL, Li WQ, Xu ZS, Kou G, Nie CM (2022) An endo-confidence-based consensus with hierarchical clustering and automatic feedback in multi-attribute large-scale group decision-making. Inf Sci 608:1702\u20131730. https:\/\/doi.org\/10.1016\/j.ins.2022.07.042","journal-title":"Inf Sci"},{"key":"6540_CR50","doi-asserted-by":"publisher","first-page":"827","DOI":"10.1080\/01605682.2018.1458017","volume":"70","author":"YM Song","year":"2019","unstructured":"Song YM, Li GX (2019) A large-scale group decision-making with incomplete multi-granular probabilistic linguistic term sets and its application in sustainable supplier selection. J Oper Res Soc 70:827\u2013841. https:\/\/doi.org\/10.1080\/01605682.2018.1458017","journal-title":"J Oper Res Soc"},{"key":"6540_CR51","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1038\/511527a","volume":"511","author":"T Tao","year":"2014","unstructured":"Tao T, Xin KL (2014) Public health: a sustainable plan for China\u2019s drinking water. Nature 511:527\u2013528. https:\/\/doi.org\/10.1038\/511527a","journal-title":"Nature"},{"key":"6540_CR52","doi-asserted-by":"publisher","first-page":"140286","DOI":"10.1016\/j.cej.2022.140286","volume":"454","author":"SS Luo","year":"2023","unstructured":"Luo SS, Li ZL, Cui XM, Ge YY (2023) An anti-salt accumulation 2.5D arch solar-driven evaporator based on Marangoni effect for seawater desalination. Chem Eng J 454:140286. https:\/\/doi.org\/10.1016\/j.cej.2022.140286","journal-title":"Chem Eng J"},{"key":"6540_CR53","doi-asserted-by":"publisher","first-page":"118991","DOI":"10.1016\/j.envres.2024.118991","volume":"255","author":"L Hui","year":"2024","unstructured":"Hui L, Luo ZQ, Liu KX, Swathi A (2024) Impact of pollution prevention practices and green environmental practices on sustainable performance: Empirical evidence from Chinese SMEs. Environ Res 255:118991. https:\/\/doi.org\/10.1016\/j.envres.2024.118991","journal-title":"Environ Res"},{"key":"6540_CR54","doi-asserted-by":"publisher","unstructured":"Romero Montero A, Valencia Berm\u00fadez JL, Rosas Mel\u00e9ndez SA, N\u00fa\u00f1ez Tapia I, Pi\u00f1a Barba MC, Leyva G\u00f3mez G, Del Prado Audelo ML (2023) Biopolymeric fibrous aerogels: the sustainable alternative for water remediation. Polymers 15. https:\/\/doi.org\/10.3390\/polym15020262","DOI":"10.3390\/polym15020262"},{"key":"6540_CR55","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1016\/j.ins.2014.02.076","volume":"270","author":"M Przyby\u0142a-Kasperek","year":"2014","unstructured":"Przyby\u0142a-Kasperek M, Wakulicz-Deja A (2014) Global decision-making system with dynamically generated clusters. Inf Sci 270:172\u2013191. https:\/\/doi.org\/10.1016\/j.ins.2014.02.076","journal-title":"Inf Sci"},{"key":"6540_CR56","doi-asserted-by":"publisher","first-page":"7993","DOI":"10.1021\/es501659r","volume":"48","author":"BD Zimmerman","year":"2014","unstructured":"Zimmerman BD, Ashbolt NJ, Garland JL, Keely S, Wendell D (2014) Human mitochondrial DNA and endogenous bacterial surrogates for risk assessment of graywater reuse. Environ Sci Technol 48:7993\u20138002. https:\/\/doi.org\/10.1021\/es501659r","journal-title":"Environ Sci Technol"},{"key":"6540_CR57","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/j.apsoil.2013.07.012","volume":"72","author":"SM Reichman","year":"2013","unstructured":"Reichman SM, Wightwick AM (2013) Impacts of standard and \u2018low environmental impact\u2019 greywater irrigation on soil and plant nutrients and ecology. Appl Soil Ecol 72:195\u2013202. https:\/\/doi.org\/10.1016\/j.apsoil.2013.07.012","journal-title":"Appl Soil Ecol"},{"key":"6540_CR58","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.jenvman.2012.10.044","volume":"114","author":"R Penn","year":"2013","unstructured":"Penn R, Sch\u00fctze M, Friedler E (2013) Modelling the effects of on-site greywater reuse and low flush toilets on municipal sewer systems. J Environ Manag 114:72\u201383. https:\/\/doi.org\/10.1016\/j.jenvman.2012.10.044","journal-title":"J Environ Manag"},{"key":"6540_CR59","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1504\/IJESD.2018.089279","volume":"17","author":"MA Ahmed","year":"2018","unstructured":"Ahmed MA, Saiek ZM, Chowdhury OR, Tamanna M, Tewari S (2018) Sustainable wastewater management for underdeveloped communities - a hands-on method for qualitative and quantitative analysis of greywater. Int J Environ Sustain Dev 17:93\u2013109. https:\/\/doi.org\/10.1504\/IJESD.2018.089279","journal-title":"Int J Environ Sustain Dev"},{"key":"6540_CR60","doi-asserted-by":"publisher","first-page":"141046","DOI":"10.1016\/j.jclepro.2024.141046","volume":"445","author":"RY Xu","year":"2024","unstructured":"Xu RY, Chi TT, Tian JP, Chen LJ (2024) A new sustainable wastewater management: Simultaneous mineralization and dehalogenation treatment of high salinity dye wastewater. J Clean Prod 445:141046. https:\/\/doi.org\/10.1016\/j.jclepro.2024.141046","journal-title":"J Clean Prod"},{"key":"6540_CR61","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1007\/s11783-024-1786-5","volume":"18","author":"ZQ Zuo","year":"2023","unstructured":"Zuo ZQ, Zheng M, Liu T, Peng YZ, Yuan ZG (2023) New perspectives in free nitrous acid (FNA) uses for sustainable wastewater management. Front Environ Sci Eng 18:26. https:\/\/doi.org\/10.1007\/s11783-024-1786-5","journal-title":"Front Environ Sci Eng"},{"key":"6540_CR62","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1016\/j.inffus.2017.09.012","volume":"41","author":"J Wu","year":"2018","unstructured":"Wu J, Dai LF, Chiclana F, Fujita H, Herrera-Viedma E (2018) A minimum adjustment cost feedback mechanism based consensus model for group decision making under social network with distributed linguistic trust. Inf Fusion 41:232\u2013242. https:\/\/doi.org\/10.1016\/j.inffus.2017.09.012","journal-title":"Inf Fusion"},{"key":"6540_CR63","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.inffus.2020.12.002","volume":"70","author":"WW Guo","year":"2021","unstructured":"Guo WW, Gong ZW, Xu XX, Krejcar O, Herrera-Viedma E (2021) Linear uncertain extensions of the minimum cost consensus model based on uncertain distance and consensus utility. Inf Fusion 70:12\u201326. https:\/\/doi.org\/10.1016\/j.inffus.2020.12.002","journal-title":"Inf Fusion"},{"key":"6540_CR64","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.inffus.2020.12.003","volume":"69","author":"XJ Gou","year":"2021","unstructured":"Gou XJ, Xu ZS (2021) Managing noncooperative behaviors in large-scale group decision-making with linguistic preference orderings: the application in internet venture capital. Inf Fusion 69:142\u2013155. https:\/\/doi.org\/10.1016\/j.inffus.2020.12.003","journal-title":"Inf Fusion"},{"key":"6540_CR65","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.ejor.2020.05.047","volume":"288","author":"XR Chao","year":"2021","unstructured":"Chao XR, Kou G, Peng Y, Viedma EH (2021) Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: an application in financial inclusion. Eur J Oper Res 288:271\u2013293. https:\/\/doi.org\/10.1016\/j.ejor.2020.05.047","journal-title":"Eur J Oper Res"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-025-06540-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10489-025-06540-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-025-06540-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T15:57:32Z","timestamp":1758297452000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10489-025-06540-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,5]]},"references-count":65,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2025,8]]}},"alternative-id":["6540"],"URL":"https:\/\/doi.org\/10.1007\/s10489-025-06540-z","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,5]]},"assertion":[{"value":"1 April 2025","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 July 2025","order":2,"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":"Competing interest"}}],"article-number":"843"}}