{"id":"https://openalex.org/W3211024665","doi":"https://doi.org/10.1109/ssci50451.2021.9660044","title":"Fuzzy Conceptual Graphs: A comparative discussion","display_name":"Fuzzy Conceptual Graphs: A comparative discussion","publication_year":2021,"publication_date":"2021-12-05","ids":{"openalex":"https://openalex.org/W3211024665","doi":"https://doi.org/10.1109/ssci50451.2021.9660044","mag":"3211024665"},"language":"en","primary_location":{"id":"doi:10.1109/ssci50451.2021.9660044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci50451.2021.9660044","pdf_url":null,"source":{"id":"https://openalex.org/S4363604921","display_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2111.00229","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013718862","display_name":"Adam Faci","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adam Faci","raw_affiliation_strings":["Sorbonne Universit&#x00E9;, CNRS,LIP6,Paris,France,F-75005","Accueil LIP6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;, CNRS,LIP6,Paris,France,F-75005","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I1294671590","https://openalex.org/I39804081"]},{"raw_affiliation_string":"Accueil LIP6","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075900406","display_name":"Marie\u2010Jeanne Lesot","orcid":"https://orcid.org/0000-0002-3604-6647"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Jeanne Lesot","raw_affiliation_strings":["Sorbonne Universit&#x00E9;, CNRS,LIP6,Paris,France,F-75005","Accueil LIP6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;, CNRS,LIP6,Paris,France,F-75005","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I1294671590","https://openalex.org/I39804081"]},{"raw_affiliation_string":"Accueil LIP6","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022272004","display_name":"Claire Laudy","orcid":"https://orcid.org/0009-0009-3039-3224"},"institutions":[{"id":"https://openalex.org/I1283236314","display_name":"Thales (Portugal)","ror":"https://ror.org/051w1mx35","country_code":"PT","type":"company","lineage":["https://openalex.org/I1283236314","https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210120156","display_name":"Laboratoire Albert Fert","ror":"https://ror.org/02erddr56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210120156","https://openalex.org/I4210140930"]}],"countries":["FR","PT"],"is_corresponding":false,"raw_author_name":"Claire Laudy","raw_affiliation_strings":["THALES,Palaiseau,France,91477","Thales Group#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"THALES,Palaiseau,France,91477","institution_ids":["https://openalex.org/I4210120156"]},{"raw_affiliation_string":"Thales Group#TAB#","institution_ids":["https://openalex.org/I1283236314"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07614555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1724","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9945999979972839,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/conceptual-graph","display_name":"Conceptual graph","score":0.7177338600158691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6014373898506165},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5666518807411194},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5650674104690552},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46706873178482056},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.46306389570236206},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.455618679523468},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4256329834461212},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4228243827819824},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.3434772193431854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3421144187450409},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3177735209465027}],"concepts":[{"id":"https://openalex.org/C234837","wikidata":"https://www.wikidata.org/wiki/Q1420493","display_name":"Conceptual graph","level":3,"score":0.7177338600158691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6014373898506165},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5666518807411194},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5650674104690552},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46706873178482056},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.46306389570236206},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.455618679523468},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4256329834461212},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4228243827819824},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.3434772193431854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3421144187450409},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3177735209465027},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/ssci50451.2021.9660044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci50451.2021.9660044","pdf_url":null,"source":{"id":"https://openalex.org/S4363604921","display_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2111.00229","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.00229","pdf_url":"https://arxiv.org/pdf/2111.00229","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3211024665","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2111.00229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:lirmm-03401184v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03401184","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Symposium Series on Computational Intelligence, Foundations of Computational Intelligence (IEEE SSCI-FOCI 2021)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2111.00229","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2111.00229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2111.00229","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.00229","pdf_url":"https://arxiv.org/pdf/2111.00229","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W71602804","https://openalex.org/W113614045","https://openalex.org/W149451614","https://openalex.org/W1493596129","https://openalex.org/W1564946018","https://openalex.org/W1819982199","https://openalex.org/W1887031729","https://openalex.org/W1887871432","https://openalex.org/W1907639981","https://openalex.org/W2016360654","https://openalex.org/W2079210027","https://openalex.org/W2096768134","https://openalex.org/W2105946364","https://openalex.org/W2130155785","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W6600628703","https://openalex.org/W6604567373","https://openalex.org/W6629491811"],"related_works":["https://openalex.org/W1522419531","https://openalex.org/W134540377","https://openalex.org/W2654968686","https://openalex.org/W1550086563","https://openalex.org/W1776297523","https://openalex.org/W181026768","https://openalex.org/W2784273640","https://openalex.org/W10007353","https://openalex.org/W2056231239","https://openalex.org/W1775052402","https://openalex.org/W112980560","https://openalex.org/W183095320","https://openalex.org/W2734356897","https://openalex.org/W2105155294","https://openalex.org/W1990158996","https://openalex.org/W836015231","https://openalex.org/W3042673545","https://openalex.org/W2358800540","https://openalex.org/W3098372859","https://openalex.org/W190244006"],"abstract_inverted_index":{"Conceptual":[0,12],"Graphs":[1,13],"(CG)":[2],"are":[3],"a":[4,39],"graph-based":[5],"knowledge":[6],"representation":[7],"and":[8,49,64,89],"reasoning":[9],"formalism;":[10],"fuzzy":[11,24],"(fCG)":[14],"constitute":[15],"an":[16],"extension":[17],"that":[18],"enriches":[19],"their":[20,31,46],"expressiveness,":[21],"exploiting":[22],"the":[23,70,73,78,95,101,106],"set":[25],"theory":[26],"so":[27],"as":[28,103,105],"to":[29,85],"relax":[30],"constraints":[32],"at":[33],"various":[34],"levels.":[35],"This":[36],"paper":[37],"proposes":[38],"comparative":[40],"study":[41],"of":[42,61,72,77,82,94,97],"existing":[43],"approaches":[44],"over":[45],"respective":[47],"advantages":[48],"possible":[50,80],"limitations.":[51],"The":[52],"discussion":[53],"revolves":[54],"around":[55],"three":[56],"axes:":[57],"(a)":[58],"Critical":[59],"view":[60],"each":[62,83],"approach":[63],"comparison":[65],"with":[66],"previous":[67],"propositions":[68],"from":[69],"state":[71],"art;":[74],"(b)":[75],"Presentation":[76],"many":[79],"interpretations":[81],"definition":[84,102],"illustrate":[86],"its":[87,90],"potential":[88],"limits;":[91],"(c)":[92],"Clarification":[93],"part":[96],"CG":[98],"impacted":[99],"by":[100],"well":[104],"relaxed":[107],"constraint.":[108]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
