{"id":"https://openalex.org/W4393679283","doi":"https://doi.org/10.5281/zenodo.7916356","title":"NeSy4VRD: A Multifaceted Resource for Neurosymbolic AI Research using Knowledge Graphs in Visual Relationship Detection","display_name":"NeSy4VRD: A Multifaceted Resource for Neurosymbolic AI Research using Knowledge Graphs in Visual Relationship Detection","publication_year":2023,"publication_date":"2023-05-09","ids":{"openalex":"https://openalex.org/W4393679283","doi":"https://doi.org/10.5281/zenodo.7916356"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7916356","is_oa":true,"landing_page_url":"https://zenodo.org/record/7916356","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7916356","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020724877","display_name":"David Herron","orcid":"https://orcid.org/0009-0008-2736-6789"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Herron, David","raw_affiliation_strings":["City, University of London"],"affiliations":[{"raw_affiliation_string":"City, University of London","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056324053","display_name":"Ernesto Jim\u00e9nez-Ruiz","orcid":"https://orcid.org/0000-0002-9083-4599"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jimenez-Ruiz, Ernesto","raw_affiliation_strings":["City, University of London"],"affiliations":[{"raw_affiliation_string":"City, University of London","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077334337","display_name":"Giacomo Tarroni","orcid":"https://orcid.org/0000-0002-0341-6138"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tarroni, Giacomo","raw_affiliation_strings":["City, University of London"],"affiliations":[{"raw_affiliation_string":"City, University of London","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018493892","display_name":"Tillman Weyde","orcid":"https://orcid.org/0000-0001-8028-9905"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weyde, Tillman","raw_affiliation_strings":["City, University of London"],"affiliations":[{"raw_affiliation_string":"City, University of London","institution_ids":["https://openalex.org/I180825142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020724877"],"corresponding_institution_ids":["https://openalex.org/I180825142"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.853600025177002,"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":0.853600025177002,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.8508999943733215,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.7706999778747559,"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/resource","display_name":"Resource (disambiguation)","score":0.6192001104354858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150694251060486},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38395369052886963},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.360400915145874}],"concepts":[{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.6192001104354858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150694251060486},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38395369052886963},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.360400915145874},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:7916356","is_oa":true,"landing_page_url":"https://zenodo.org/record/7916356","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.7916356","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7916356","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7916356","is_oa":true,"landing_page_url":"https://zenodo.org/record/7916356","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"The":[0,13,33,54,86,104],"NeSy4VRD":[1,55,105,143,160],"dataset":[2,7,17,56,106],"consists":[3],"of":[4,15,29,44,50,76,110,129,138,142,158],"an":[5],"image":[6],"and":[8,41,69,88,95,133],"matching":[9,89],"visual":[10,34,47],"relationship":[11,35,48],"annotations.":[12],"images":[14,68,87],"the":[16,30,45,51,71,84,100,125,139,159,172],"are":[18,37,91],"same":[19],"as":[20,27,98],"those":[21,77],"that":[22,63,79,149],"were":[23],"once":[24],"publicly":[25],"available":[26,177],"part":[28],"VRD":[31,52,102],"dataset.":[32,53,103,161],"annotations":[36,49,90],"a":[38,145,156],"highly":[39],"customised":[40],"quality-improved":[42],"version":[43],"original":[46,101],"is":[57,107,144,165,176],"designed":[58,114,153],"for":[59,83],"computer":[60],"vision-based":[61],"research":[62,123],"involves":[64],"detecting":[65],"objects":[66,78],"in":[67],"predicting":[70],"relationships":[72],"between":[73],"ordered":[74],"pairs":[75],"have":[80],"been":[81,151],"annotated":[82],"images.":[85],"split":[92],"into":[93],"training":[94],"test":[96],"sets":[97],"per":[99],"one":[108],"component":[109],"larger,":[111],"multifaceted":[112],"resource":[113],"to":[115,154],"foster":[116],"neurosymbolic":[117],"AI":[118],"(NeSy)":[119],"research,":[120],"particularly":[121],"NeSy":[122],"using":[124],"Semantic":[126],"Web":[127],"technologies":[128],"OWL,":[130],"OWL":[131,147,163,174],"ontologies":[132],"OWL-based":[134],"knowledge":[135],"graphs.":[136],"One":[137],"key":[140],"components":[141],"well-aligned":[146],"ontology":[148,164],"has":[150],"custom":[152],"be":[155],"companion":[157],"This":[162],"called":[166],"VRD-World.":[167],"Information":[168],"about":[169],"NeSy4VRD,":[170],"including":[171],"VRD-World":[173],"ontology,":[175],"at:":[178],"https://github.com/djherron/nesy4vrd":[179]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}