{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T19:09:34Z","timestamp":1769713774480,"version":"3.49.0"},"reference-count":75,"publisher":"SAGE Publications","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2023,7,2]]},"abstract":"<jats:p>With the rapid development of the construction industry, people\u2019s requirements for the construction quality continue to improve, and the supervision and management of the construction project quality has been paid more and more attention. The perfect quality supervision and management system is not only an important guarantee for the whole construction project implementation process, but also provides support for the smooth implementation of the construction project. With the increasing number of high-rise buildings in cities and the increasing difficulty of construction, it has posed great challenges to the construction industry, which also means that the quality supervision and management of construction projects are facing new challenges. Therefore, the project quality supervision and management department should review the situation, optimize the quality supervision and management work according to the current situation and needs of the construction project development, effectively improve the system guarantee and content optimization, maximize the role of quality supervision and management, and provide assistance for the high-quality and sustainable development of the construction industry. The quality evaluation of construction project is a classical multiple attribute group decision making (MAGDM). In this paper, we extended multi-attributive border approximation area comparison (MABAC) method for MAGDM with Pythagorean 2-tuple linguistic sets (P2TLSs). Firstly, a brief review of the definition of P2TLSs is given. Next, two aggregation operators of P2TLSs are used to fuse overall evaluation information. Moreover, combining traditional MABAC model with P2TLSs, Pythagorean 2-tuple linguistic number MABAC (P2TLN-MABAC) is built with all computing steps depicted in detail. Furthermore, a numerical example related to quality evaluation of construction project is conducted to demonstrate the effectiveness of the proposed method. Finally, some comparisons with P2TLWA and P2TLWG operators are also carried out.<\/jats:p>","DOI":"10.3233\/jifs-230963","type":"journal-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T12:17:06Z","timestamp":1683289026000},"page":"593-602","source":"Crossref","is-referenced-by-count":1,"title":["Enhanced MABAC method for Pythagorean 2-tuple linguistic MAGDM and their applications to quality evaluation of construction project"],"prefix":"10.1177","volume":"45","author":[{"given":"Lin","family":"Liu","sequence":"first","affiliation":[{"name":"Hubei Industrial Construction Group Co., Ltd (HICC), Wuhan, Hubei, P.R. China"}]}],"member":"179","reference":[{"key":"10.3233\/JIFS-230963_ref1","first-page":"1037","article-title":"Using intuitionistic fuzzy sets in group decision making","volume":"31","author":"Szmidt","year":"2002","journal-title":"Control and Cybernetics"},{"key":"10.3233\/JIFS-230963_ref2","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1016\/j.fss.2003.08.005","article-title":"Distances between intuitionistic fuzzy sets and\/or interval-valued fuzzy sets based on the Hausdorff metric","volume":"148","author":"Grzegorzewski","year":"2004","journal-title":"Fuzzy Sets and Systems"},{"key":"10.3233\/JIFS-230963_ref3","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1080\/03081070600574353","article-title":"Some geometric aggregation operators based on intuitionistic fuzzy sets","volume":"35","author":"Xu","year":"2006","journal-title":"International Journal of General Systems"},{"key":"10.3233\/JIFS-230963_ref4","doi-asserted-by":"crossref","first-page":"574","DOI":"10.3390\/sym10110574","article-title":"Methods for Multiple Attribute Group Decision Making Based on Intuitionistic Fuzzy Dombi Hamy Mean Operators","volume":"10","author":"Li","year":"2018","journal-title":"Symmetry-Basel"},{"key":"10.3233\/JIFS-230963_ref5","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.jcss.2004.06.002","article-title":"Multiattribute decision making models and methods using intuitionistic fuzzy sets","volume":"70","author":"Li","year":"2005","journal-title":"Journal of Computer and System Sciences"},{"key":"10.3233\/JIFS-230963_ref6","doi-asserted-by":"crossref","first-page":"3549","DOI":"10.1007\/s00500-015-1712-7","article-title":"Picture fuzzy clustering: a new computational intelligence method","volume":"20","author":"Thong","year":"2016","journal-title":"Soft Computing"},{"key":"10.3233\/JIFS-230963_ref7","doi-asserted-by":"crossref","first-page":"980","DOI":"10.1016\/j.jclepro.2018.08.172","article-title":"Location selection of offshore wind power station by consensus decision framework using picture fuzzy modelling","volume":"202","author":"Zhang","year":"2018","journal-title":"Journal of Cleaner Production"},{"key":"10.3233\/JIFS-230963_ref8","doi-asserted-by":"crossref","first-page":"1769","DOI":"10.3233\/JIFS-179240","article-title":"TODIM method for multiple attribute decision making with 2-tuple linguistic Pythagorean fuzzy information","volume":"37","author":"Deng","year":"2019","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref9","doi-asserted-by":"crossref","first-page":"5755","DOI":"10.3233\/JIFS-18266","article-title":"Dual hesitant bipolar fuzzy hamacher aggregation operators and their applications to multiple attribute decision making","volume":"37","author":"Gao","year":"2019","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref10","doi-asserted-by":"crossref","first-page":"1707","DOI":"10.3233\/JIFS-179235","article-title":"Approaches to strategic supplier selection under interval neutrosophic environment","volume":"37","author":"Wang","year":"2019","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref11","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1002\/int.21584","article-title":"Pythagorean Membership Grades, ComplexNumbers, and Decision Making","volume":"28","author":"Yager","year":"2013","journal-title":"International Journal ofIntelligent Systems"},{"key":"10.3233\/JIFS-230963_ref12","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1002\/int.21738","article-title":"Some Results for Pythagorean Fuzzy Sets","volume":"30","author":"Peng","year":"2015","journal-title":"International Journal of Intelligent Systems"},{"key":"10.3233\/JIFS-230963_ref13","doi-asserted-by":"crossref","first-page":"1198","DOI":"10.1002\/int.21823","article-title":"Symmetric Pythagorean Fuzzy Weighted Geometric\/Averaging Operators and Their Application in Multicriteria Decision-Making Problems","volume":"31","author":"Ma","year":"2016","journal-title":"International Journal of Intelligent Systems"},{"key":"10.3233\/JIFS-230963_ref14","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1016\/j.asoc.2015.12.020","article-title":"Pythagorean fuzzy TODIM approach to multi-criteria decision making","volume":"42","author":"Ren","year":"2016","journal-title":"Applied Soft Computing"},{"key":"10.3233\/JIFS-230963_ref15","first-page":"113","article-title":"TODIM: Basics and apllication to multicriteria ranking of projects with environmental impacts","volume":"16","author":"Gomes","year":"1991","journal-title":"Foundations of Control Engineering"},{"key":"10.3233\/JIFS-230963_ref16","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.ejor.2007.10.046","article-title":"An application of the TODIM method to the multicriteria rental evaluation of residential properties","volume":"193","author":"Gomes","year":"2009","journal-title":"European Journal of Operational Research"},{"key":"10.3233\/JIFS-230963_ref17","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.mcm.2009.02.013","article-title":"Multicriteria analysis of natural gas destination in Brazil: An application of the TODIM method","volume":"50","author":"Gomes","year":"2009","journal-title":"Mathematical and Computer Modelling"},{"key":"10.3233\/JIFS-230963_ref18","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.ins.2015.10.012","article-title":"Multicriteria Pythagorean fuzzy decision analysis: A hierarchical QUALIFLEX approach with the closeness index-based ranking methods","volume":"330","author":"Zhang","year":"2016","journal-title":"Information Sciences"},{"key":"10.3233\/JIFS-230963_ref19","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1007\/s10588-017-9242-8","article-title":"Confidence levels based Pythagorean fuzzy aggregation operators and its application to decision-making process","volume":"23","author":"Garg","year":"2017","journal-title":"Computational and Mathematical Organization Theory"},{"key":"10.3233\/JIFS-230963_ref20","first-page":"267","article-title":"Sulle medie multiple di potenze","volume":"5","author":"Bonferroni","year":"1950","journal-title":"Bolletino Matematica Italiana"},{"key":"10.3233\/JIFS-230963_ref21","unstructured":"Beliakov G. , Pradera A. and Calvo T. , Aggregation functions: A guide for practitioners, Springer, Berlin; New York, 2007."},{"key":"10.3233\/JIFS-230963_ref22","doi-asserted-by":"crossref","first-page":"568","DOI":"10.1109\/TSMCB.2010.2072918","article-title":"Intuitionistic Fuzzy Bonferroni Means","volume":"41","author":"Xu","year":"2011","journal-title":"IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics"},{"key":"10.3233\/JIFS-230963_ref23","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.fss.2012.03.018","article-title":"On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts","volume":"211","author":"Beliakov","year":"2013","journal-title":"Fuzzy Sets and Systems"},{"key":"10.3233\/JIFS-230963_ref24","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1080\/01969722.2014.929348","article-title":"Intuitionistic uncertain linguistic weighted bonferroni OWA operator and its application to multiple attribute decision making","volume":"45","author":"Liu","year":"2014","journal-title":"Cybernetics and Systems"},{"key":"10.3233\/JIFS-230963_ref25","doi-asserted-by":"crossref","first-page":"494","DOI":"10.1007\/s12559-017-9453-9","article-title":"Interval-valued intuitionistic fuzzy power bonferroni aggregation operators and their application to group decision making","volume":"9","author":"Liu","year":"2017","journal-title":"Cognitive Computation"},{"key":"10.3233\/JIFS-230963_ref26","doi-asserted-by":"crossref","first-page":"S585","DOI":"10.1007\/s00521-016-2378-5","article-title":"An improved MULTIMOORA approach for multi-criteria decision-making based on interdependent inputs of simplified neutrosophic linguistic information","volume":"28","author":"Tian","year":"2017","journal-title":"Neural Computing & Applications"},{"key":"10.3233\/JIFS-230963_ref27","doi-asserted-by":"crossref","first-page":"966","DOI":"10.1002\/int.21879","article-title":"Projection model for fusing the information of pythagorean fuzzy multicriteria group decision making based on geometric bonferroni mean","volume":"32","author":"Liang","year":"2017","journal-title":"International Journal of Intelligent Systems"},{"key":"10.3233\/JIFS-230963_ref28","doi-asserted-by":"crossref","first-page":"991","DOI":"10.1002\/int.21880","article-title":"Pythagorean Fuzzy InformationMeasures and Their Applications","volume":"32","author":"Peng","year":"2017","journal-title":"International Journal ofIntelligent Systems"},{"key":"10.3233\/JIFS-230963_ref29","doi-asserted-by":"crossref","first-page":"325","DOI":"10.3233\/JIFS-181385","article-title":"Approaches to multi-attribute decision making with risk preference under extended Pythagorean fuzzy environment","volume":"36","author":"Zeb","year":"2019","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref30","doi-asserted-by":"crossref","first-page":"54495","DOI":"10.1109\/ACCESS.2018.2869137","article-title":"A Novel PROMETHEE-Based Outranking Approach for Multiple Criteria Decision Analysis With Pythagorean Fuzzy information","volume":"6","author":"Chen","year":"2018","journal-title":"IEEE Access"},{"key":"10.3233\/JIFS-230963_ref31","doi-asserted-by":"crossref","first-page":"3529","DOI":"10.3233\/JIFS-18021","article-title":"An effective correlation-based compromise approach for multiple criteria decision analysis with Pythagorean fuzzy information","volume":"35","author":"Chen","year":"2018","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref32","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.3390\/math7121149","article-title":"Pythagorean 2-tuple linguistic VIKOR method for evaluating human factors in construction project management","volume":"7","author":"He","year":"2019","journal-title":"Mathematics"},{"key":"10.3233\/JIFS-230963_ref33","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1142\/S0218488501000971","article-title":"The 2-tuple linguistic computational model. Advantages of its linguistic description, accuracy and consistency","volume":"9","author":"Herrera","year":"2001","journal-title":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems"},{"key":"10.3233\/JIFS-230963_ref34","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1109\/3477.915345","article-title":"A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making","volume":"31","author":"Herrera","year":"2001","journal-title":"IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics"},{"key":"10.3233\/JIFS-230963_ref35","doi-asserted-by":"crossref","first-page":"901","DOI":"10.3233\/JIFS-171636","article-title":"TODIM method for Pythagorean 2-tuple linguistic multiple attribute decision making","volume":"35","author":"Huang","year":"2018","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref36","doi-asserted-by":"crossref","first-page":"3016","DOI":"10.1016\/j.eswa.2014.11.057","article-title":"The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison (MABAC)","volume":"42","author":"Pamucar","year":"2015","journal-title":"Expert Systems with Applications"},{"key":"10.3233\/JIFS-230963_ref37","doi-asserted-by":"crossref","first-page":"989","DOI":"10.1002\/int.21814","article-title":"Pythagorean fuzzy choquet integral based MABAC method for multiple attribute group decision making","volume":"31","author":"Peng","year":"2016","journal-title":"International Journal of Intelligent Systems"},{"key":"10.3233\/JIFS-230963_ref38","doi-asserted-by":"crossref","first-page":"703","DOI":"10.1016\/j.asoc.2015.10.010","article-title":"An interval-valued intuitionistic fuzzy MABAC approach for material selection with incomplete weight information","volume":"38","author":"Xue","year":"2016","journal-title":"Applied Soft Computing"},{"key":"10.3233\/JIFS-230963_ref39","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1016\/j.renene.2016.11.057","article-title":"Application of the GIS-DANP-MABAC multi-criteria model for selecting the location of wind farms: A case study of Vojvodina, Serbia","volume":"103","author":"Gigovic","year":"2017","journal-title":"Renewable Energy"},{"key":"10.3233\/JIFS-230963_ref40","doi-asserted-by":"crossref","first-page":"1313","DOI":"10.3233\/JIFS-17124","article-title":"Hesitant fuzzy soft decision making methods based on WASPAS, MABAC and COPRAS with combined weights","volume":"33","author":"Peng","year":"2017","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref41","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1615\/Int.J.UncertaintyQuantification.2017020416","article-title":"Algorithms for interval neutrosophic multiple attribute decision-making based on mabac, similarity measure, and edas","volume":"7","author":"Peng","year":"2017","journal-title":"International Journal for Uncertainty Quantification"},{"key":"10.3233\/JIFS-230963_ref42","doi-asserted-by":"crossref","first-page":"373","DOI":"10.3233\/FI-2017-1525","article-title":"Interval-valued Fuzzy Soft Decision Making Methods Based on MABAC, Similarity Measure and EDAS","volume":"152","author":"Peng","year":"2017","journal-title":"Fundamenta Informaticae"},{"key":"10.3233\/JIFS-230963_ref43","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1109\/TFUZZ.2013.2278989","article-title":"Pythagorean Membership Grades in Multicriteria Decision Making","volume":"22","author":"Yager","year":"2014","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref44","first-page":"78","article-title":"Models for MADM With 2-Tuple Linguistic Neutrosophic Dombi Bonferroni Mean Operators","volume":"7","author":"Wei","year":"1088","journal-title":"IEEE Access"},{"key":"10.3233\/JIFS-230963_ref45","doi-asserted-by":"crossref","first-page":"920","DOI":"10.3846\/tede.2020.11970","article-title":"CODAS method for 2-tuple linguistic pythagorean fuzzy multiple attribute group decision making and its application to financial management performance assessment","volume":"26","author":"He","year":"2020","journal-title":"Technological and Economic Development of Economy"},{"key":"10.3233\/JIFS-230963_ref46","first-page":"904","article-title":"Pythagorean 2-tuple linguistic poweraggregation operators in multiple attribute decision making,ivanja}","volume":"31","author":"Wei","year":"2020","journal-title":"Economic Research-EkonomskaIstra\u017eivanja"},{"key":"10.3233\/JIFS-230963_ref47","first-page":"410","article-title":"Quality Control of Water Conservancy Construction Projects Considering Contractor\u2019s Credibility","author":"Nie","year":"2020","journal-title":"J. Coast. Res."},{"key":"10.3233\/JIFS-230963_ref48","doi-asserted-by":"crossref","first-page":"25","DOI":"10.3390\/su122410376","article-title":"Understanding the key quality factors in construction projects-a systematic literature review","volume":"12","author":"Wawak","year":"2020","journal-title":"Sustainability"},{"key":"10.3233\/JIFS-230963_ref49","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.wri.2021.100162","article-title":"Network design for surface water qualitymonitoring in a road construction project using Gamma Test theory","volume":"26","author":"Azadi","year":"2021","journal-title":"Water Resour. Ind."},{"key":"10.3233\/JIFS-230963_ref50","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1007\/s40999-020-00581-w","article-title":"Multiple Objective Social Group Optimization for Time-Cost-Quality-Carbon Dioxide in Generalized Construction Projects","volume":"19","author":"Huynh","year":"2021","journal-title":"Int. J. Civ. Eng."},{"key":"10.3233\/JIFS-230963_ref51","first-page":"25","article-title":"Application of three metaheuristic algorithms to time-cost-quality trade-off project scheduling problem for construction projects considering time value of money","volume":"13","author":"Kebriyaii","year":"2021","journal-title":"Symmetry-Basel"},{"key":"10.3233\/JIFS-230963_ref52","first-page":"14","article-title":"Single-shot multibox detector- and building information modeling-based quality inspection model for construction projects","volume":"38","author":"Ma","year":"2021","journal-title":"J. Build. Eng."},{"key":"10.3233\/JIFS-230963_ref53","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1016\/j.ijproman.2021.05.002","article-title":"Relationship quality in construction projects: A subcontractor perspective of principal contractor relationships","volume":"39","author":"Martin","year":"2021","journal-title":"Int. J. Proj. Manag."},{"key":"10.3233\/JIFS-230963_ref54","doi-asserted-by":"crossref","first-page":"706","DOI":"10.1108\/ECAM-02-2020-0135","article-title":"Big data, technology capability and construction project quality: a cross-level investigation","volume":"28","author":"Sang","year":"2021","journal-title":"Eng. Constr. Archit. Manag."},{"key":"10.3233\/JIFS-230963_ref55","doi-asserted-by":"crossref","first-page":"22","DOI":"10.3390\/su13020544","article-title":"Preferences of construction managers regarding the quality and optimization criteria of project schedules","volume":"13","author":"Tomczak","year":"2021","journal-title":"Sustainability"},{"key":"10.3233\/JIFS-230963_ref56","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1177\/87569728211037503","article-title":"The Effect of Political Skill on Relationship Quality in Construction Projects: The Mediating Effect of Cooperative Conflict Management Styles","volume":"52","author":"Wang","year":"2021","journal-title":"Proj. Manag. J."},{"key":"10.3233\/JIFS-230963_ref57","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1108\/ECAM-12-2017-0271","article-title":"Time-cost-quality trade-off analysis for planning construction projects","volume":"28","author":"Wang","year":"2021","journal-title":"Eng. Constr. Archit. Manag."},{"key":"10.3233\/JIFS-230963_ref58","doi-asserted-by":"crossref","first-page":"139","DOI":"10.3233\/JIFS-219182","article-title":"Data mining model for predicting the quality level and classification of construction projects","volume":"42","author":"Fan","year":"2022","journal-title":"J. Intell. Fuzzy Syst."},{"key":"10.3233\/JIFS-230963_ref59","doi-asserted-by":"crossref","first-page":"2073","DOI":"10.1108\/ECAM-12-2020-1082","article-title":"Construction projects delay mitigation using integrated balanced scorecard and quality function deployment","volume":"29","author":"Gunduz","year":"2022","journal-title":"Eng. Constr. Archit. Manag."},{"key":"10.3233\/JIFS-230963_ref60","first-page":"S364","article-title":"The application of safety psychology in the quality management of modern construction projects","volume":"34","author":"Huo","year":"2022","journal-title":"Psychiatr. Danub."},{"key":"10.3233\/JIFS-230963_ref61","first-page":"7","article-title":"Factors Affecting Quality Performance in Construction Projects: A Field Study in Turkey","volume":"33","author":"Erdem","year":"1303","journal-title":"Tek. Dergi"},{"key":"10.3233\/JIFS-230963_ref62","first-page":"18","article-title":"Deep Learning-Based PC Member Crack Detection and Quality Inspection Support Technology for the Precise Construction of OSC Projects","volume":"12","author":"Lee","year":"2022","journal-title":"Appl. Sci.-Basel"},{"key":"10.3233\/JIFS-230963_ref63","doi-asserted-by":"crossref","first-page":"26","DOI":"10.3390\/buildings12101557","article-title":"Construction 4.0 Application: Industry 4.0, Internet of Things and Lean Construction Tools\u2019 Application in Quality Management System of Residential Building Projects","volume":"12","author":"Lekan","year":"2022","journal-title":"Buildings"},{"key":"10.3233\/JIFS-230963_ref64","first-page":"21","article-title":"Hybrid Analytic Hierarchy Process-Artificial Neural Network Model for Predicting the Major Risks and Quality of Taiwanese Construction Projects","volume":"12","author":"Lin","year":"2022","journal-title":"Appl. Sci.-Basel"},{"key":"10.3233\/JIFS-230963_ref65","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3846\/16486897.2017.1281139","article-title":"Intuitionistic fuzzy EDAS method: Anapplication to solid waste disposal site selection","volume":"25","author":"Kahraman","year":"2017","journal-title":"Journal ofEnvironmental Engineering and Landscape Management"},{"key":"10.3233\/JIFS-230963_ref66","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/978-3-319-66824-6_31","volume":"2","author":"Karasan","year":"2018","journal-title":"Advances in Fuzzy Logic and Technology 2017"},{"key":"10.3233\/JIFS-230963_ref67","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.3233\/JIFS-16715","article-title":"Pythagorean 2-tuple linguistic aggregation operators in multiple attribute decision making","volume":"33","author":"Wei","year":"2017","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref68","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1109\/TFUZZ.2019.2906856","article-title":"Linguistic distribution-based optimization approach for large-scale GDM with comparative linguistic information: An application on the selection of wastewater disinfection technology","volume":"28","author":"Zhang","year":"2019","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.3233\/JIFS-230963_ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105078"},{"key":"10.3233\/JIFS-230963_ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2953307"},{"key":"10.3233\/JIFS-230963_ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2019.2949758"},{"key":"10.3233\/JIFS-230963_ref72","doi-asserted-by":"crossref","first-page":"15077","DOI":"10.1007\/s00521-020-04859-x","article-title":"A novel trigonometric operation-based q-rung orthopair fuzzy aggregation operator and its fundamental properties","volume":"32","author":"Garg","year":"2020","journal-title":"Neural Computing & Applications"},{"key":"10.3233\/JIFS-230963_ref73","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/j.ins.2020.05.095","article-title":"Exponential operational laws and new aggregation operators for intuitionistic multiplicative set in multiple-attribute group decision making process","volume":"538","author":"Garg","year":"2020","journal-title":"Information Sciences"},{"key":"10.3233\/JIFS-230963_ref74","doi-asserted-by":"crossref","first-page":"1099","DOI":"10.1007\/s40747-020-00256-y","article-title":"Multi-attribute group decision-making process based on possibility degree and operators for intuitionistic multiplicative set","volume":"7","author":"Garg","year":"2021","journal-title":"Complex & Intelligent Systems"},{"key":"10.3233\/JIFS-230963_ref75","doi-asserted-by":"crossref","first-page":"14001","DOI":"10.1007\/s00500-021-06231-0","article-title":"A ranking method based on Muirhead mean operator for group decision making with complex interval-valued q-rung orthopair fuzzy numbers","volume":"25","author":"Garg","year":"2021","journal-title":"Soft Computing"}],"updated-by":[{"DOI":"10.1177\/10641246251331509","type":"retraction","label":"Retraction","source":"retraction-watch","updated":{"date-parts":[[2025,4,17]],"date-time":"2025-04-17T00:00:00Z","timestamp":1744848000000},"record-id":"64231"},{"DOI":"10.1177\/10641246251331509","type":"retraction","label":"Retraction","source":"publisher","updated":{"date-parts":[[2025,4,17]],"date-time":"2025-04-17T00:00:00Z","timestamp":1744848000000}}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-230963","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T08:21:16Z","timestamp":1769674876000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-230963"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,2]]},"references-count":75,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.3233\/jifs-230963","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,7,2]]}}}