{"id":"https://openalex.org/W2897131962","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491656","title":"Aggregate experts knowledge in Fuzzy Cognitive Maps","display_name":"Aggregate experts knowledge in Fuzzy Cognitive Maps","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897131962","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491656","mag":"2897131962"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5087161881","display_name":"Giovanni Mazzuto","orcid":"https://orcid.org/0000-0002-5822-909X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Mazzuto","raw_affiliation_strings":["Dipartimento Ingegneria Industriale e Scienze Matematiche, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Ingegneria Industriale e Scienze Matematiche, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031138099","display_name":"Maurizio Bevilacqua","orcid":"https://orcid.org/0000-0003-3064-3915"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Bevilacqua","raw_affiliation_strings":["Dipartimento Ingegneria Industriale e Scienze Matematiche, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Ingegneria Industriale e Scienze Matematiche, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009967164","display_name":"Chrysostomos Stylios","orcid":"https://orcid.org/0000-0002-2888-6515"},"institutions":[{"id":"https://openalex.org/I4210159397","display_name":"Technological Educational Institute of Epirus","ror":"https://ror.org/04brn7x66","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210159397"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chrysostomos Stylios","raw_affiliation_strings":["Laboratory of Knowledge and Intelligent Computing (KIC), Educational Institute of Epirus, Arta, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Knowledge and Intelligent Computing (KIC), Educational Institute of Epirus, Arta, Greece","institution_ids":["https://openalex.org/I4210159397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074959106","display_name":"Voula C. Georgopoulos","orcid":"https://orcid.org/0000-0003-4384-0440"},"institutions":[{"id":"https://openalex.org/I4210091379","display_name":"Region of Western Greece","ror":"https://ror.org/00aj9x431","country_code":"GR","type":"government","lineage":["https://openalex.org/I4210091379"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Voula C. Georgopoulos","raw_affiliation_strings":["School Health and Welfare Professions, TEI of Western Greece, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School Health and Welfare Professions, TEI of Western Greece, Patras, Greece","institution_ids":["https://openalex.org/I4210091379"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":1.0,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9933000206947327,"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":0.9422000050544739,"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/credibility","display_name":"Credibility","score":0.8295015692710876},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.7360038757324219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6682981252670288},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5517244338989258},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5031172633171082},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4931163489818573},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.4879910349845886},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.44878482818603516},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.4387640655040741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42861148715019226},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41956713795661926},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4178580641746521},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39953774213790894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3403053283691406},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22376328706741333},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.15186157822608948},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0997467041015625},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.0670105516910553}],"concepts":[{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.8295015692710876},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7360038757324219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6682981252670288},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5517244338989258},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5031172633171082},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4931163489818573},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4879910349845886},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.44878482818603516},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.4387640655040741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42861148715019226},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41956713795661926},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4178580641746521},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39953774213790894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3403053283691406},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22376328706741333},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.15186157822608948},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0997467041015625},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0670105516910553},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.univpm.it:11566/264509","is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/264509","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1379837","https://openalex.org/W1525187553","https://openalex.org/W1889110788","https://openalex.org/W1965255390","https://openalex.org/W1966153007","https://openalex.org/W1980042226","https://openalex.org/W1980526003","https://openalex.org/W1984880160","https://openalex.org/W1986218986","https://openalex.org/W1996085822","https://openalex.org/W1997707742","https://openalex.org/W2023925178","https://openalex.org/W2029799274","https://openalex.org/W2031995579","https://openalex.org/W2033374271","https://openalex.org/W2074904365","https://openalex.org/W2081041020","https://openalex.org/W2092394555","https://openalex.org/W2095224843","https://openalex.org/W2095608192","https://openalex.org/W2098983012","https://openalex.org/W2106337187","https://openalex.org/W2119739092","https://openalex.org/W2127025275","https://openalex.org/W2129521002","https://openalex.org/W2145120808","https://openalex.org/W2173799809","https://openalex.org/W2412720859","https://openalex.org/W2494130811","https://openalex.org/W2617541205","https://openalex.org/W2734838912","https://openalex.org/W2751527860","https://openalex.org/W2800806605","https://openalex.org/W3000391989","https://openalex.org/W4285719527","https://openalex.org/W6639731845","https://openalex.org/W6715218343","https://openalex.org/W6743685763"],"related_works":["https://openalex.org/W2388687352","https://openalex.org/W2370187191","https://openalex.org/W1990162851","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W3171042291","https://openalex.org/W2390961115","https://openalex.org/W2388138913","https://openalex.org/W2747524643"],"abstract_inverted_index":{"In":[0,104],"the":[1,10,18,33,39,48,64,67,84,98,110,113,119,124,134,139,145],"last":[2],"years,":[3],"increased":[4],"attention":[5],"has":[6,36],"been":[7,30],"paid":[8],"to":[9,71,97,128],"use":[11],"of":[12,86,101,118,143],"experts'":[13,40],"opinions":[14],"as":[15,66,83],"concerned":[16],"with":[17,133],"decision-making":[19,80],"process":[20],"and":[21,75,90,116],"problem":[22],"solving.":[23],"Several":[24],"approaches":[25],"for":[26,57],"aggregating":[27],"them":[28],"have":[29],"analysed":[31],"but":[32],"literature":[34,65],"review":[35],"highlighted":[37],"that":[38],"credibility":[41,93],"in":[42,63],"many":[43],"cases":[44],"is":[45],"neglected.":[46],"Thus,":[47],"present":[49],"study":[50],"aims":[51],"at":[52],"developing":[53],"a":[54,78,91,107],"novel":[55],"approach":[56],"Fuzzy":[58],"Cognitive":[59],"Maps":[60],"modelling,":[61],"described":[62],"unique":[68],"methodology":[69],"able":[70],"aggregate":[72],"individuals":[73],"knowledge":[74],"beliefs,":[76],"combining":[77],"group":[79],"technique,":[81],"such":[82],"Aggregation":[85],"Individual":[87],"Evaluations":[88],"one,":[89,141],"structured":[92],"evaluation":[94],"method":[95],"according":[96],"expertise":[99],"areas":[100],"each":[102],"expert.":[103],"particular,":[105],"using":[106],"numerical":[108],"example,":[109],"comparison":[111],"between":[112],"traditional":[114],"outcomes":[115],"those":[117],"proposed":[120],"method,":[121],"highlights":[122],"how":[123],"second":[125],"one":[126],"allows":[127],"obtain":[129],"results":[130],"more":[131],"concordant":[132],"single":[135],"experts":[136,146],"judgements":[137],"than":[138],"first":[140],"criticized":[142],"smoothing":[144],"opinion":[147],"excessively.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}