{"id":"https://openalex.org/W4285061422","doi":"https://doi.org/10.1109/tfuzz.2022.3179594","title":"Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making","display_name":"Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4285061422","doi":"https://doi.org/10.1109/tfuzz.2022.3179594"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2022.3179594","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2022.3179594","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085527500","display_name":"Zhen\u2010Song Chen","orcid":"https://orcid.org/0000-0003-4360-5459"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen-Song Chen","raw_affiliation_strings":["Department of Engineering Management, School of Civil Engineering, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Management, School of Civil Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xuan Zhang","orcid":"https://orcid.org/0000-0003-0123-571X"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xuan Zhang","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029334145","display_name":"Rosa M. Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-1736-8915"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rosa M. Rodriguez","raw_affiliation_strings":["Department of Computer Science, University of Jaén, Jaén, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jaén, Jaén, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["University of Alberta, Edmonton, AB, Canada","System Research Institute, Polish Academy of Sciences, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"System Research Institute, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009797333","display_name":"Luis Mart\u0131\u0301nez","orcid":"https://orcid.org/0000-0003-4245-8813"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Martinez","raw_affiliation_strings":["Department of Computer Science, University of Jaén, Jaén, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jaén, Jaén, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037363327","display_name":"Miros\u0142aw J. Skibniewski","orcid":"https://orcid.org/0000-0002-7102-753X"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]},{"id":"https://openalex.org/I4210122744","display_name":"Institute of Theoretical and Applied Informatics","ror":"https://ror.org/037p52j25","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL","TW","US"],"is_corresponding":false,"raw_author_name":"Miroslaw J. Skibniewski","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Maryland, College Park, MD, USA","Institute for Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland","Chaoyang University of Technology, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Institute for Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland","institution_ids":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085527500"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":20.3426,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.99732947,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"30","issue":"12","first_page":"5496","last_page":"5510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9383999705314636,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9042999744415283,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.61369788646698},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.595927357673645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5925109386444092},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.5804305672645569},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5105898976325989},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.50541090965271},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4804517924785614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4040919542312622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3341963291168213},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21597149968147278},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16141405701637268},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.15299949049949646},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13627517223358154}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.61369788646698},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.595927357673645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5925109386444092},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.5804305672645569},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5105898976325989},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.50541090965271},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4804517924785614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4040919542312622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3341963291168213},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21597149968147278},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16141405701637268},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.15299949049949646},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13627517223358154},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2022.3179594","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2022.3179594","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-123794","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-123794","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3320061235","display_name":null,"funder_award_id":"71801175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7937250233","display_name":null,"funder_award_id":"72171182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W303658281","https://openalex.org/W934969105","https://openalex.org/W1268961902","https://openalex.org/W1651093245","https://openalex.org/W1978062397","https://openalex.org/W1980317569","https://openalex.org/W1980471025","https://openalex.org/W2006002090","https://openalex.org/W2014607560","https://openalex.org/W2020448260","https://openalex.org/W2028043949","https://openalex.org/W2042508843","https://openalex.org/W2056321297","https://openalex.org/W2067896914","https://openalex.org/W2071657601","https://openalex.org/W2075211988","https://openalex.org/W2079024311","https://openalex.org/W2079965034","https://openalex.org/W2091589454","https://openalex.org/W2127218421","https://openalex.org/W2140405352","https://openalex.org/W2157687268","https://openalex.org/W2164374380","https://openalex.org/W2321837546","https://openalex.org/W2344622620","https://openalex.org/W2484714316","https://openalex.org/W2593759305","https://openalex.org/W2594520167","https://openalex.org/W2606031165","https://openalex.org/W2768504226","https://openalex.org/W2769367994","https://openalex.org/W2771236610","https://openalex.org/W2772795677","https://openalex.org/W2774764306","https://openalex.org/W2794179996","https://openalex.org/W2801276705","https://openalex.org/W2806055845","https://openalex.org/W2809514897","https://openalex.org/W2883649818","https://openalex.org/W2898187797","https://openalex.org/W2901306906","https://openalex.org/W2931963372","https://openalex.org/W2945955193","https://openalex.org/W2947483450","https://openalex.org/W2964219651","https://openalex.org/W2980084615","https://openalex.org/W2981386522","https://openalex.org/W2982416429","https://openalex.org/W3001148299","https://openalex.org/W3024111398","https://openalex.org/W3044168446","https://openalex.org/W3081244744","https://openalex.org/W3109761444","https://openalex.org/W3132686745","https://openalex.org/W3134959257","https://openalex.org/W3169650363","https://openalex.org/W4245152641","https://openalex.org/W4248160574","https://openalex.org/W4255301166","https://openalex.org/W6637231022","https://openalex.org/W6648644454","https://openalex.org/W6678914141","https://openalex.org/W6680958844","https://openalex.org/W6769246342"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W2378292265","https://openalex.org/W2079781595","https://openalex.org/W59299519","https://openalex.org/W2804133259","https://openalex.org/W1969840038"],"abstract_inverted_index":{"The":[0,75,109,158,211],"generation":[1,31,79,103,117,220],"of":[2,20,50,112,168,182,193,215],"collective":[3,29,77,101,115,200,218],"preference":[4,45,57,142,177],"assessments":[5],"occupies":[6],"a":[7,72,226,230],"critical":[8],"position":[9],"in":[10,17,67,87,151,179,202],"deriving":[11],"accurate":[12],"and":[13,44,98,144,172,209,213,229],"reliable":[14],"alternative":[15],"rankings":[16],"the":[18,28,34,48,113,120,148,154,161,166,174,180,183,191,216],"context":[19],"large-scale":[21],"group":[22,123],"decision":[23,89],"making":[24],"(LSGDM).":[25],"In":[26,189],"general,":[27],"opinion":[30,78,102,116,219],"framework":[32,80,104,118],"entails":[33],"following":[35],"three":[36],"phases,":[37],"which":[38,68,132],"are":[39,133,222],"clustering":[40,49],"analysis,":[41],"weighting":[42],"clusters,":[43],"aggregation.":[46],"However,":[47],"experts":[51],"has":[52],"been":[53],"frequently":[54],"based":[55,127],"on":[56,128,165],"similarities":[58,171],"among":[59],"them":[60],"without":[61],"taking":[62],"into":[63,124],"account":[64],"individual":[65,129,169],"opinions":[66],"knowledge":[69],"elicitation":[70],"plays":[71],"crucial":[73],"role.":[74],"traditional":[76],"suffering":[81],"from":[82,135],"this":[83,92,107],"drawback":[84],"may":[85],"result":[86],"unreliable":[88],"outcomes.":[90],"To":[91],"end,":[93],"we":[94],"propose":[95],"an":[96],"expertise-structure":[97],"risk-appetite-integrated":[99],"two-tiered":[100,114],"to":[105,198,205],"address":[106],"concern.":[108],"first":[110],"tier":[111],"divides":[119],"entire":[121],"expert":[122],"several":[125],"subgroups":[126,163,204],"expertise":[130,156],"structures,":[131],"extracted":[134],"hesitant":[136],"fuzzy":[137],"linguistic":[138],"term":[139],"set":[140],"(HFLTS)-based":[141],"assessments,":[143],"it":[145],"then":[146],"weighs":[147],"resulting":[149],"clusters":[150,160],"accordance":[152],"with":[153],"overall":[155],"levels.":[157],"second-tier":[159,203],"first-tier":[162],"conditioned":[164],"indicator":[167],"assessment":[170],"gathers":[173],"generated":[175],"subgroup":[176],"constructs":[178],"use":[181],"risk":[184],"appetite-oriented":[185],"power":[186],"average":[187],"operator.":[188],"addition,":[190],"notion":[192],"proportional":[194],"HFLTSs":[195],"was":[196],"introduced":[197],"manifest":[199],"evaluations":[201],"eliminate":[206],"information":[207],"loss":[208],"distortion.":[210],"effectiveness":[212],"flexibility":[214],"proposed":[217],"algorithm":[221],"eventually":[223],"illustrated":[224],"by":[225],"case":[227],"study":[228],"comparison":[231],"analysis.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":57},{"year":2022,"cited_by_count":27}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}