{"id":"https://openalex.org/W4405377372","doi":"https://doi.org/10.3233/faia241296","title":"Large Language Models and Foundational Ontologies","display_name":"Large Language Models and Foundational Ontologies","publication_year":2024,"publication_date":"2024-12-11","ids":{"openalex":"https://openalex.org/W4405377372","doi":"https://doi.org/10.3233/faia241296"},"language":"en","primary_location":{"id":"doi:10.3233/faia241296","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241296","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241296","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/FAIA241296","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018658614","display_name":"Pawe\u0142 Garbacz","orcid":"https://orcid.org/0000-0003-4145-7528"},"institutions":[{"id":"https://openalex.org/I111702420","display_name":"John Paul II Catholic University of Lublin","ror":"https://ror.org/04qyefj88","country_code":"PL","type":"education","lineage":["https://openalex.org/I111702420"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Pawe\u0142 Garbacz","raw_affiliation_strings":["The John Paul II Catholic University of Lublin"],"raw_orcid":"https://orcid.org/0000-0003-4145-7528","affiliations":[{"raw_affiliation_string":"The John Paul II Catholic University of Lublin","institution_ids":["https://openalex.org/I111702420"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018658614"],"corresponding_institution_ids":["https://openalex.org/I111702420"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49158423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9939000010490417,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9939000010490417,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9811000227928162,"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/computer-science","display_name":"Computer science","score":0.7934023141860962},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6948472857475281},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.6529250741004944},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.561598002910614},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5449569821357727},{"id":"https://openalex.org/keywords/web-ontology-language","display_name":"Web Ontology Language","score":0.5282420516014099},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5099011659622192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5058557391166687},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5050230622291565},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4985535144805908},{"id":"https://openalex.org/keywords/formal-ontology","display_name":"Formal ontology","score":0.48108217120170593},{"id":"https://openalex.org/keywords/formal-grammar","display_name":"Formal grammar","score":0.41214656829833984},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3552683889865875},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.3020598292350769},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2142275869846344},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.15115278959274292},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.12260472774505615},{"id":"https://openalex.org/keywords/rule-based-machine-translation","display_name":"Rule-based machine translation","score":0.0990142822265625},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07075187563896179}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7934023141860962},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6948472857475281},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.6529250741004944},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.561598002910614},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5449569821357727},{"id":"https://openalex.org/C101230327","wikidata":"https://www.wikidata.org/wiki/Q826165","display_name":"Web Ontology Language","level":3,"score":0.5282420516014099},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5099011659622192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5058557391166687},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5050230622291565},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4985535144805908},{"id":"https://openalex.org/C2778177438","wikidata":"https://www.wikidata.org/wiki/Q1437388","display_name":"Formal ontology","level":4,"score":0.48108217120170593},{"id":"https://openalex.org/C171553443","wikidata":"https://www.wikidata.org/wiki/Q373045","display_name":"Formal grammar","level":3,"score":0.41214656829833984},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3552683889865875},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.3020598292350769},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2142275869846344},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.15115278959274292},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.12260472774505615},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.0990142822265625},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07075187563896179},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia241296","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241296","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241296","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"}],"best_oa_location":{"id":"doi:10.3233/faia241296","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241296","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241296","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":[{"id":"https://metadata.un.org/sdg/4","score":0.8399999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405377372.pdf","grobid_xml":"https://content.openalex.org/works/W4405377372.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1535111405","https://openalex.org/W3216256135","https://openalex.org/W4235235905","https://openalex.org/W6600050674","https://openalex.org/W6600135713","https://openalex.org/W6600950960","https://openalex.org/W6601804787","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W1509244320","https://openalex.org/W2118281964","https://openalex.org/W2127701157","https://openalex.org/W1726593970","https://openalex.org/W1994780253","https://openalex.org/W2174149409","https://openalex.org/W2170920069","https://openalex.org/W2794974302","https://openalex.org/W101751036","https://openalex.org/W2253640873"],"abstract_inverted_index":{"Large":[0],"language":[1,8,34,52],"models":[2,23],"are":[3],"capable":[4],"of":[5,20,36,50,54,57,92,99,107,115],"translating":[6,46],"natural":[7,33,51],"texts":[9],"into":[10,60],"context-free":[11],"grammar":[12],"languages.":[13],"The":[14,66],"paper":[15],"presents":[16],"an":[17],"initial":[18],"assessment":[19],"whether":[21],"such":[22,108],"can":[24],"be":[25,72],"used":[26],"to":[27,83],"produce":[28],"ontological":[29,58,64],"theories":[30],"that":[31],"formalise":[32],"descriptions":[35,53],"certain":[37],"situations.":[38],"More":[39],"specifically":[40],"speaking,":[41],"I":[42,68,88],"will":[43,70,89],"focus":[44],"on":[45],"a":[47,61],"small":[48],"set":[49],"some":[55],"situations":[56,109],"interests":[59],"fixed":[62],"formal":[63,118],"framework.":[65],"model":[67],"use":[69],"not":[71],"trained":[73],"or":[74],"fine-tuned":[75],"for":[76],"this":[77],"purpose":[78],"but":[79],"prompted.":[80],"In":[81],"order":[82],"build":[84],"the":[85,93,96,100,113],"appropriate":[86],"prompts":[87],"take":[90],"advantage":[91],"formalisations":[94],"from":[95],"17th":[97],"volume":[98],"Applied":[101],"Ontology":[102],"journal,":[103],"where":[104],"six":[105],"examples":[106],"were":[110],"formalised":[111],"within":[112],"context":[114],"seven":[116],"upper-level":[117],"ontologies.":[119]},"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
