{"id":"https://openalex.org/W4411687703","doi":"https://doi.org/10.1109/tfuzz.2025.3582248","title":"Integrating Indirect Preferences Into Ordinal Regression Estimation of Missing Values and Consensus Reaching","display_name":"Integrating Indirect Preferences Into Ordinal Regression Estimation of Missing Values and Consensus Reaching","publication_year":2025,"publication_date":"2025-06-26","ids":{"openalex":"https://openalex.org/W4411687703","doi":"https://doi.org/10.1109/tfuzz.2025.3582248"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2025.3582248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3582248","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/A5000758800","display_name":"Xuan Xia","orcid":"https://orcid.org/0000-0002-0118-7482"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuan Xia","raw_affiliation_strings":["Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and the School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and the School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052585993","display_name":"Zaiwu Gong","orcid":"https://orcid.org/0000-0002-2273-2726"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiwu Gong","raw_affiliation_strings":["Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and the School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and the School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040263855","display_name":"Jeffrey Yi\u2010Lin Forrest","orcid":"https://orcid.org/0000-0002-5124-9012"},"institutions":[{"id":"https://openalex.org/I169494899","display_name":"Slippery Rock University","ror":"https://ror.org/0369st156","country_code":"US","type":"education","lineage":["https://openalex.org/I169494899"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey Yi-Lin Forrest","raw_affiliation_strings":["Department of Accounting Economics Finance, Slippery Rock University of Pennsylvania, Slippery Rock, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Accounting Economics Finance, Slippery Rock University of Pennsylvania, Slippery Rock, PA, USA","institution_ids":["https://openalex.org/I169494899","https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586938","display_name":"Kun Zhou","orcid":"https://orcid.org/0000-0002-2642-2899"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zhou","raw_affiliation_strings":["Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and the School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and the School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, the Research Institute for Risk Governance and Emergency Decision-Making, and School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076657750","display_name":"Enrique Herrera\u2010Viedma","orcid":"https://orcid.org/0000-0002-7922-4984"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210095677","display_name":"Instituto Andaluz de Ciencias de la Tierra","ror":"https://ror.org/00v0g9w49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095677"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enrique Herrera-Viedma","raw_affiliation_strings":["Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain","Andalusian Research Institute on Data Science and Computational Intelligence (DaSCI), University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I4210095677","https://openalex.org/I173304897"]},{"raw_affiliation_string":"Andalusian Research Institute on Data Science and Computational Intelligence (DaSCI), University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I4210095677","https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000758800"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":2.1935,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8840917,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"33","issue":"9","first_page":"3076","last_page":"3090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.8360999822616577,"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":0.8360999822616577,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8105000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ordinal-regression","display_name":"Ordinal regression","score":0.8068662881851196},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.6385641098022461},{"id":"https://openalex.org/keywords/ordinal-data","display_name":"Ordinal data","score":0.602335512638092},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6003711819648743},{"id":"https://openalex.org/keywords/ordinal-optimization","display_name":"Ordinal optimization","score":0.566286027431488},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5596367120742798},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5071601867675781},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5069301724433899},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.495352178812027},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4781259596347809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41204628348350525}],"concepts":[{"id":"https://openalex.org/C110313322","wikidata":"https://www.wikidata.org/wiki/Q7100793","display_name":"Ordinal regression","level":2,"score":0.8068662881851196},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.6385641098022461},{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.602335512638092},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6003711819648743},{"id":"https://openalex.org/C81386100","wikidata":"https://www.wikidata.org/wiki/Q7100792","display_name":"Ordinal optimization","level":3,"score":0.566286027431488},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5596367120742798},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5071601867675781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5069301724433899},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.495352178812027},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4781259596347809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41204628348350525},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2025.3582248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3582248","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2291644657","display_name":null,"funder_award_id":"MICIU/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3399011603","display_name":null,"funder_award_id":"PID2022-139297OB-I00","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8063638976","display_name":null,"funder_award_id":"72371137","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1446154311","https://openalex.org/W1976342567","https://openalex.org/W1985650891","https://openalex.org/W1998198857","https://openalex.org/W1999943538","https://openalex.org/W2002162495","https://openalex.org/W2007719963","https://openalex.org/W2016591315","https://openalex.org/W2016851624","https://openalex.org/W2023024928","https://openalex.org/W2027218152","https://openalex.org/W2041627295","https://openalex.org/W2051385355","https://openalex.org/W2064336577","https://openalex.org/W2070270987","https://openalex.org/W2071460834","https://openalex.org/W2072890208","https://openalex.org/W2079912001","https://openalex.org/W2088859895","https://openalex.org/W2089336319","https://openalex.org/W2109756042","https://openalex.org/W2118785619","https://openalex.org/W2152788100","https://openalex.org/W2164447368","https://openalex.org/W2554233959","https://openalex.org/W2801402087","https://openalex.org/W2968772971","https://openalex.org/W2972094994","https://openalex.org/W2996389688","https://openalex.org/W3139061129","https://openalex.org/W3161295467","https://openalex.org/W3190556992","https://openalex.org/W3203685488","https://openalex.org/W4220936132","https://openalex.org/W4239177862","https://openalex.org/W4246788489","https://openalex.org/W4293473502","https://openalex.org/W4296311971","https://openalex.org/W4313406562","https://openalex.org/W4321793791","https://openalex.org/W4377717267","https://openalex.org/W4385336055","https://openalex.org/W4385454136","https://openalex.org/W4387615810","https://openalex.org/W4391290358","https://openalex.org/W4392437607","https://openalex.org/W4392931643","https://openalex.org/W4393381387","https://openalex.org/W4396640476","https://openalex.org/W4396744001"],"related_works":["https://openalex.org/W4399574212","https://openalex.org/W2058716166","https://openalex.org/W2503289023","https://openalex.org/W2525848170","https://openalex.org/W2023060082","https://openalex.org/W4399569456","https://openalex.org/W2798701209","https://openalex.org/W2237498897","https://openalex.org/W2050956826","https://openalex.org/W3021328243"],"abstract_inverted_index":{"Constraints":[0],"from":[1,10,90],"external":[2],"environment":[3],"and":[4,43,118,144,162,192,201,210,230],"personal":[5],"experiences":[6],"may":[7],"hinder":[8],"decision-makers":[9],"offering":[11],"complete":[12],"fuzzy":[13,39,114],"preference":[14,40,115],"relations":[15,41,116],"in":[16,22],"situations":[17],"of":[18,29,63,82,95,137,184,207,213,219],"group":[19],"decision-making.":[20],"Conflicts":[21],"individual":[23],"different":[24],"preferences":[25,84],"impede":[26],"any":[27],"effort":[28],"reaching":[30,45],"consensus.":[31],"Addressing":[32],"such":[33,58],"challenges,":[34],"traditional":[35],"methods":[36],"typically":[37],"isolated":[38],"completion":[42,117],"consensus":[44,64,109,119,127,160,167,190,214],"as":[46],"two":[47],"separate":[48],"parts,":[49],"while":[50,78,203],"improving":[51],"consistency":[52,194,199],"level":[53],"through":[54,225],"iterative":[55],"processes.":[56],"However,":[57],"approach":[59],"affects":[60],"the":[61,80,93,122,135,156,163,182,205,211,217,220],"efficiency":[62,212],"achievement.":[65],"Furthermore,":[66],"existing":[67],"studies":[68],"utilize":[69],"limited":[70],"known":[71],"objective":[72],"information":[73,138],"for":[74],"filling":[75],"missing":[76,187],"values,":[77],"neglecting":[79],"excavation":[81],"indirect":[83,103],"that":[85,111],"requires":[86],"lower":[87],"cognitive":[88],"capacity":[89],"decision-makers.":[91],"Consequently,":[92],"credibility":[94],"decision":[96],"results":[97],"is":[98,130,223],"greatly":[99],"reduced.":[100],"Through":[101],"integrating":[102],"preferences,":[104,178],"this":[105],"paper":[106],"introduces":[107],"a":[108,150],"framework":[110],"concurrently":[112],"accomplishes":[113],"reaching.":[120,215],"In":[121],"framework,":[123],"an":[124],"ordinal":[125],"regression":[126],"discriminant":[128],"model":[129,161],"constructed":[131],"to":[132,141],"first":[133],"assess":[134],"compatibility":[136],"sets.":[139],"Subsequently,":[140],"accurately":[142],"identify":[143],"manage":[145],"conflicting":[146],"information,":[147],"we":[148],"design":[149],"conflict":[151],"feedback":[152],"mechanism":[153],"by":[154],"considering":[155],"minimum":[157,164],"cost":[158,165],"elimination":[159],"adjustment":[166],"model.":[168],"Our":[169],"proposed":[170,221],"method":[171,222],"not":[172],"only":[173],"deeply":[174],"explores":[175],"decision-makers'":[176],"implicit":[177],"but":[179],"also":[180],"achieves":[181],"integration":[183],"three":[185],"goals:":[186],"values":[188,209],"prediction,":[189],"reaching,":[191],"additive":[193],"realization.":[195],"It":[196],"avoids":[197],"multiple":[198],"iterations":[200],"distortions,":[202],"enhancing":[204],"reliability":[206],"estimated":[208],"Lastly,":[216],"validity":[218],"demonstrated":[224],"case":[226],"analysis,":[227,229],"sensitivity":[228],"comparative":[231],"analysis.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
