{"id":"https://openalex.org/W4415420795","doi":"https://doi.org/10.15439/2025f1850","title":"Assigning scientific texts to existing ontologies","display_name":"Assigning scientific texts to existing ontologies","publication_year":2025,"publication_date":"2025-10-15","ids":{"openalex":"https://openalex.org/W4415420795","doi":"https://doi.org/10.15439/2025f1850"},"language":"en","primary_location":{"id":"doi:10.15439/2025f1850","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f1850","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/1850.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_43/drp/pdf/1850.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042040731","display_name":"Luk\u00e1\u0161 Korel","orcid":"https://orcid.org/0000-0002-4071-0360"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Luk\u00e1\u0161 Korel","raw_affiliation_strings":["Faculty of Information Technology at Czech Technical University"],"raw_orcid":"https://orcid.org/0000-0002-4071-0360","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology at Czech Technical University","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075881050","display_name":"Martin Hole\u0148a","orcid":"https://orcid.org/0000-0002-2536-9328"},"institutions":[{"id":"https://openalex.org/I202391551","display_name":"Czech Academy of Sciences","ror":"https://ror.org/053avzc18","country_code":"CZ","type":"government","lineage":["https://openalex.org/I202391551"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Hole\u0148a","raw_affiliation_strings":["Czech Academy of Sciences"],"raw_orcid":"https://orcid.org/0000-0002-2536-9328","affiliations":[{"raw_affiliation_string":"Czech Academy of Sciences","institution_ids":["https://openalex.org/I202391551"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042040731"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42090784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":null,"first_page":"185","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9994999766349792,"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":0.9994999766349792,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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":0.8274999856948853},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6437000036239624},{"id":"https://openalex.org/keywords/paragraph","display_name":"Paragraph","score":0.6378999948501587},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5605999827384949},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5547999739646912},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.44209998846054077},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4350999891757965},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41499999165534973}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.8274999856948853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7768999934196472},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6437000036239624},{"id":"https://openalex.org/C2777206241","wikidata":"https://www.wikidata.org/wiki/Q194431","display_name":"Paragraph","level":2,"score":0.6378999948501587},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5605999827384949},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5547999739646912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.508400022983551},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.453000009059906},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.44209998846054077},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4350999891757965},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4242999851703644},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41499999165534973},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.3686000108718872},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C118248724","wikidata":"https://www.wikidata.org/wiki/Q5969997","display_name":"IDEF5","level":4,"score":0.3167000114917755},{"id":"https://openalex.org/C154210476","wikidata":"https://www.wikidata.org/wiki/Q7095057","display_name":"Ontology components","level":5,"score":0.2992999851703644},{"id":"https://openalex.org/C101230327","wikidata":"https://www.wikidata.org/wiki/Q826165","display_name":"Web Ontology Language","level":3,"score":0.29339998960494995},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.25360000133514404},{"id":"https://openalex.org/C102993220","wikidata":"https://www.wikidata.org/wiki/Q387196","display_name":"Description logic","level":2,"score":0.2526000142097473},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.25200000405311584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2025f1850","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f1850","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/1850.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:89d046f1080a46dfaf3c4e959e23d759","is_oa":true,"landing_page_url":"https://doaj.org/article/89d046f1080a46dfaf3c4e959e23d759","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 43, Pp 185-193 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2025f1850","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f1850","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/1850.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1055358128","display_name":null,"funder_award_id":"90254","funder_id":"https://openalex.org/F4320309972","funder_display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze"},{"id":"https://openalex.org/G1299318184","display_name":null,"funder_award_id":"SGS20/208/OHK3/3T/18","funder_id":"https://openalex.org/F4320309972","funder_display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze"}],"funders":[{"id":"https://openalex.org/F4320309972","display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze","ror":"https://ror.org/03kqpb082"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415420795.pdf","grobid_xml":"https://content.openalex.org/works/W4415420795.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W594908943","https://openalex.org/W1979552584","https://openalex.org/W2171590421","https://openalex.org/W2250539671","https://openalex.org/W2261812172","https://openalex.org/W2523679382","https://openalex.org/W2548195627","https://openalex.org/W2585166656","https://openalex.org/W2749087070","https://openalex.org/W2898786064","https://openalex.org/W2929476128","https://openalex.org/W2955576084","https://openalex.org/W2963341956","https://openalex.org/W2963918774","https://openalex.org/W2999954485","https://openalex.org/W3007817019","https://openalex.org/W3082801990","https://openalex.org/W3093984889","https://openalex.org/W3098346979","https://openalex.org/W3111899534","https://openalex.org/W3159836094","https://openalex.org/W3171177851","https://openalex.org/W3177322446","https://openalex.org/W3184872676","https://openalex.org/W4389724449","https://openalex.org/W4407415852"],"related_works":[],"abstract_inverted_index":{"Humans":[0],"try":[1],"to":[2,33,38,57,71],"help":[3],"computers":[4],"understand":[5],"the":[6,9,39,76],"properties":[7,74],"of":[8,21,83],"real":[10],"world,":[11],"and":[12,67],"ontologies":[13,22,103],"can":[14],"be":[15],"used":[16],"for":[17,26],"this":[18],"task.Manual":[19],"enhancement":[20],"is":[23],"highly":[24],"time-consuming":[25],"domain":[27],"experts.This":[28],"paper":[29],"proposes":[30],"a":[31,35,49,52,61,80,84,98],"solution":[32],"match":[34],"scientific":[36],"text":[37],"most":[40],"relevant":[41],"ontology":[42,78],"using":[43],"artificial":[44],"neural":[45,86],"networks.Our":[46],"approach":[47],"selects":[48],"paragraph":[50],"or":[51],"sentence,":[53],"uses":[54],"representation":[55],"learning":[56],"embed":[58],"it":[59],"into":[60],"vector":[62],"space":[63],"by":[64,79],"some":[65],"embedder,":[66],"measures":[68],"its":[69],"relevance":[70],"embedded":[72],"textual":[73],"from":[75,104],"selected":[77],"modified":[81],"version":[82],"Siamese":[85],"network.We":[87],"have":[88],"considered":[89],"different":[90],"embedders,":[91],"their":[92],"quality":[93],"has":[94],"been":[95],"evaluated":[96],"on":[97],"use":[99],"case":[100],"with":[101],"available":[102],"several":[105],"application":[106],"domains.":[107]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-24T00:00:00"}
