{"id":"https://openalex.org/W4221025151","doi":"https://doi.org/10.1145/3485844","title":"Learning and Reasoning for Cultural Metadata Quality: Coupling Symbolic AI and Machine Learning over a Semantic Web Knowledge Graph to Support Museum Curators in Improving the Quality of Cultural Metadata and Information Retrieval","display_name":"Learning and Reasoning for Cultural Metadata Quality: Coupling Symbolic AI and Machine Learning over a Semantic Web Knowledge Graph to Support Museum Curators in Improving the Quality of Cultural Metadata and Information Retrieval","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4221025151","doi":"https://doi.org/10.1145/3485844"},"language":"en","primary_location":{"id":"doi:10.1145/3485844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485844","pdf_url":null,"source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4673","issn":["1556-4673","1556-4711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","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/A5004943392","display_name":"Anna Bobasheva","orcid":"https://orcid.org/0000-0003-0395-2069"},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anna Bobasheva","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, CNRS, Inria, I3S, Sophia Antipolis, France","WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)"],"raw_orcid":"https://orcid.org/0000-0003-0395-2069","affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, CNRS, Inria, I3S, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044946197","display_name":"Fabien Gandon","orcid":"https://orcid.org/0000-0003-0543-1232"},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabien Gandon","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, CNRS, Inria, I3S, Sophia Antipolis, France","WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)"],"raw_orcid":"https://orcid.org/0000-0003-0543-1232","affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, CNRS, Inria, I3S, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005307040","display_name":"F\u0155ed\u0301eric Precioso","orcid":"https://orcid.org/0000-0001-8712-1443"},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frederic Precioso","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, CNRS, Inria, I3S, Sophia Antipolis, France"],"raw_orcid":"https://orcid.org/0000-0001-8712-1443","affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, CNRS, Inria, I3S, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0307,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.87790878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"3","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8128722310066223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8028748035430908},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6343570947647095},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.436991810798645},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.4296361804008484},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4125172197818756},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4058920443058014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35791242122650146}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8128722310066223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8028748035430908},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6343570947647095},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.436991810798645},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.4296361804008484},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4125172197818756},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4058920443058014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35791242122650146},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3485844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485844","pdf_url":null,"source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4673","issn":["1556-4673","1556-4711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2113015678","display_name":"3IA C\u00f4te d'Azur","funder_award_id":"ANR-19-P3IA-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W110325196","https://openalex.org/W424012286","https://openalex.org/W1502609557","https://openalex.org/W1512663296","https://openalex.org/W1677182931","https://openalex.org/W1861492603","https://openalex.org/W1912534836","https://openalex.org/W2031406010","https://openalex.org/W2089433175","https://openalex.org/W2103967878","https://openalex.org/W2105673573","https://openalex.org/W2117539524","https://openalex.org/W2147183921","https://openalex.org/W2149933564","https://openalex.org/W2156262476","https://openalex.org/W2156935079","https://openalex.org/W2161381512","https://openalex.org/W2165698076","https://openalex.org/W2166242527","https://openalex.org/W2183341477","https://openalex.org/W2510733224","https://openalex.org/W2520188521","https://openalex.org/W2529025438","https://openalex.org/W2530739015","https://openalex.org/W2533800772","https://openalex.org/W2566715782","https://openalex.org/W2726065210","https://openalex.org/W2785738164","https://openalex.org/W2788026998","https://openalex.org/W2798381792","https://openalex.org/W2883174304","https://openalex.org/W2884238566","https://openalex.org/W2890845413","https://openalex.org/W2891367124","https://openalex.org/W2899114598","https://openalex.org/W2912371504","https://openalex.org/W2927066960","https://openalex.org/W2962883796","https://openalex.org/W2963513598","https://openalex.org/W2970105478","https://openalex.org/W2993472045","https://openalex.org/W3010772116","https://openalex.org/W3012393889","https://openalex.org/W3048305910","https://openalex.org/W3093204920","https://openalex.org/W4239696231","https://openalex.org/W4299518610","https://openalex.org/W6604452468"],"related_works":["https://openalex.org/W1967370444","https://openalex.org/W2157408137","https://openalex.org/W2150136235","https://openalex.org/W4312252109","https://openalex.org/W2396760013","https://openalex.org/W45217788","https://openalex.org/W1986902711","https://openalex.org/W2655467144","https://openalex.org/W2171776552","https://openalex.org/W2148433556"],"abstract_inverted_index":{"This":[0],"work":[1,245],"combines":[2],"semantic":[3,86,202,219],"reasoning":[4],"and":[5,21,67,78,94,121,144,150,204,207,229,250],"machine":[6,230],"learning":[7,174,231],"to":[8,19,31,125,141,151,159,180,210,237],"create":[9,100],"tools":[10,236],"that":[11,58,88,104,224],"allow":[12],"curators":[13,244],"of":[14,25,35,56,91,138,162,241],"the":[15,23,26,33,36,48,53,92,118,123,127,130,147,160,163,167,172,186,189,193,196,200,212,218,235,239,242,247,253],"visual":[16],"art":[17],"collections":[18],"identify":[20,142],"correct":[22],"annotations":[24,149],"artwork":[27,61,248],"as":[28,30],"well":[29],"improve":[32,211],"relevance":[34,161],"content-based":[37],"search":[38,132,152],"results":[39,156,222],"in":[40,146,188,199],"these":[41],"collections.":[42],"The":[43,82,97],"research":[44],"is":[45],"based":[46,216],"on":[47,217],"Joconde":[49,83],"database":[50,84],"maintained":[51],"by":[52,166,171,191],"French":[54,65],"Ministry":[55],"Culture":[57],"contains":[59],"illustrated":[60],"records":[62],"from":[63],"main":[64],"public":[66],"private":[68],"museums":[69],"representing":[70],"archeological":[71],"objects,":[72],"decorative":[73],"arts,":[74,76],"fine":[75],"historical":[77],"scientific":[79],"documents,":[80],"etc.":[81],"includes":[85],"metadata":[87,124,190],"describes":[89],"properties":[90],"artworks":[93],"their":[95],"content.":[96],"developed":[98,135,178],"methods":[99,179],"a":[101,108,136],"data":[102],"pipeline":[103],"processes":[105],"metadata,":[106],"trains":[107],"Convolutional":[109],"Neural":[110],"Network":[111],"image":[112,153],"classification":[113],"model,":[114],"makes":[115],"prediction":[116,168,214],"for":[117,129,252],"entire":[119],"collection":[120],"expands":[122],"be":[126],"base":[128],"SPARQL":[131],"queries.":[133],"We":[134,176],"set":[137],"such":[139],"queries":[140],"noise":[143],"silence":[145],"human":[148],"content":[154],"with":[155],"ranked":[157],"according":[158],"objects":[164],"quantified":[165],"score":[169],"provided":[170],"deep":[173],"model.":[175],"also":[177],"discover":[181],"new":[182],"contextual":[183],"relationships":[184],"between":[185,195,226],"concepts":[187],"analyzing":[192],"contrast":[194],"concepts\u2019":[197],"similarities":[198],"Joconde's":[201],"model":[203,213],"other":[205],"vocabularies":[206],"we":[208],"tried":[209],"scores":[215],"relations.":[220],"Our":[221],"show":[223],"cross-fertilization":[225],"symbolic":[227],"AI":[228],"can":[232],"indeed":[233],"provide":[234],"address":[238],"challenges":[240],"museum":[243],"describing":[246],"pieces":[249],"searching":[251],"relevant":[254],"images.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2022-04-03T00:00:00"}
