{"id":"https://openalex.org/W4403488115","doi":"https://doi.org/10.3233/faia240639","title":"Ontology Text Alignment: Aligning Textual Content to Terminological Axioms","display_name":"Ontology Text Alignment: Aligning Textual Content to Terminological Axioms","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403488115","doi":"https://doi.org/10.3233/faia240639"},"language":"en","primary_location":{"id":"doi:10.3233/faia240639","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240639","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240639","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240639","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064978296","display_name":"Jieying Chen","orcid":"https://orcid.org/0000-0002-2497-645X"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"Jieying Chen","raw_affiliation_strings":["University of Manchester, UK","University of Oxford, UK","Vrije Universiteit Amsterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2497-645X","affiliations":[{"raw_affiliation_string":"University of Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035163413","display_name":"Hang Dong","orcid":"https://orcid.org/0000-0001-6828-6891"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hang Dong","raw_affiliation_strings":["University of Exeter, UK","University of Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0001-6828-6891","affiliations":[{"raw_affiliation_string":"University of Exeter, UK","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085691361","display_name":"Jiaoyan Chen","orcid":"https://orcid.org/0000-0003-4643-6750"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"Jiaoyan Chen","raw_affiliation_strings":["University of Manchester, UK","University of Oxford, UK","Vrije Universiteit Amsterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4643-6750","affiliations":[{"raw_affiliation_string":"University of Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060350556","display_name":"Ian Horrocks","orcid":"https://orcid.org/0000-0002-2685-7462"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Horrocks","raw_affiliation_strings":["University of Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0002-2685-7462","affiliations":[{"raw_affiliation_string":"University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8833,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82222717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9959999918937683,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9959999918937683,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9918000102043152,"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/T10028","display_name":"Topic Modeling","score":0.9559999704360962,"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/ontology","display_name":"Ontology","score":0.6853969097137451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6194667816162109},{"id":"https://openalex.org/keywords/axiom","display_name":"Axiom","score":0.5926113128662109},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5852583646774292},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5133213400840759},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4837351143360138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4338582456111908},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3510324954986572},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.133697509765625},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.10504579544067383},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.10089564323425293},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.05721983313560486}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6853969097137451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6194667816162109},{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.5926113128662109},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5852583646774292},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5133213400840759},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4837351143360138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4338582456111908},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3510324954986572},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.133697509765625},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.10504579544067383},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.10089564323425293},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.05721983313560486},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3233/faia240639","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240639","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240639","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:research.vu.nl:publications/092f75a8-3a8a-4d4c-8711-440bf7b6cf00","is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/092f75a8-3a8a-4d4c-8711-440bf7b6cf00","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:ore.exeter.ac.uk:10871/137599","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/137599","pdf_url":"https://ore.exeter.ac.uk/articles/conference_contribution/Ontology_Text_Alignment_Aligning_Textual_Content_to_Terminological_Axioms/29812118/1/files/56858366.pdf","source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:research.vu.nl:openaire/092f75a8-3a8a-4d4c-8711-440bf7b6cf00","is_oa":false,"landing_page_url":"https://hdl.handle.net/1871.1/092f75a8-3a8a-4d4c-8711-440bf7b6cf00","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"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":{"id":"doi:10.3233/faia240639","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240639","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240639","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3253514882","display_name":"ConCur: Knowledge Base Construction and Curation","funder_award_id":"EP/V050869/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G50879613","display_name":null,"funder_award_id":"EP/Y017706/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6513564519","display_name":"ZORRO: Engineering for Zero Downtime in Cyber-Physical Systems via Intelligent Diagnostics","funder_award_id":"KICH1.ST02.21.003","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403488115.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W178365807","https://openalex.org/W1555836633","https://openalex.org/W2003333417","https://openalex.org/W4240676090","https://openalex.org/W2081441417","https://openalex.org/W1970375080","https://openalex.org/W4386544785","https://openalex.org/W16157476","https://openalex.org/W1522717445","https://openalex.org/W2378862226"],"abstract_inverted_index":{"Despite":[0],"the":[1,22,33,63,72,79,120],"impressive":[2],"advancements":[3],"in":[4,27,112],"Large":[5],"Language":[6],"Models":[7],"(LLMs),":[8],"their":[9,47],"ability":[10],"to":[11,32,46,78],"perform":[12],"reasoning":[13,34],"and":[14,35,42,55,95,114],"provide":[15],"explainable":[16],"outcomes":[17],"remains":[18],"a":[19],"challenge,":[20],"underscoring":[21],"continued":[23],"relevance":[24],"of":[25,38,65,123],"ontologies":[26],"certain":[28],"areas,":[29],"particularly":[30],"due":[31,45],"validation":[36],"capabilities":[37],"ontologies.":[39],"Ontology":[40],"modelling":[41],"semantic":[43,101],"search,":[44],"inherent":[48],"complexity,":[49],"still":[50],"demand":[51],"considerable":[52],"human":[53],"effort":[54],"expertise.":[56],"Addressing":[57],"this":[58],"gap,":[59],"our":[60,124],"paper":[61],"introduces":[62],"problem":[64],"ontology":[66,100],"text":[67],"alignment,":[68],"which":[69],"involves":[70],"finding":[71],"most":[73],"relevant":[74],"axioms":[75],"with":[76,99],"respect":[77],"given":[80],"reference":[81],"text.":[82],"We":[83],"propose":[84],"an":[85],"advanced":[86],"Retrieval":[87],"Augmented":[88],"Generation":[89],"framework":[90],"that":[91],"leverages":[92],"BERT":[93],"models":[94],"generative":[96],"LLMs,":[97],"together":[98],"enhancement":[102],"based":[103],"on":[104],"atomic":[105],"decomposition.":[106],"Additionally,":[107],"we":[108],"have":[109],"developed":[110],"benchmarks":[111],"geology":[113],"biomedical":[115],"areas.":[116],"Our":[117],"evaluation":[118],"demonstrates":[119],"positive":[121],"impact":[122],"framework.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}