{"id":"https://openalex.org/W3088869463","doi":"https://doi.org/10.3233/faia200600","title":"Automatic Extraction of Lithuanian Cybersecurity Terms Using Deep Learning Approaches","display_name":"Automatic Extraction of Lithuanian Cybersecurity Terms Using Deep Learning Approaches","publication_year":2020,"publication_date":"2020-09-15","ids":{"openalex":"https://openalex.org/W3088869463","doi":"https://doi.org/10.3233/faia200600","mag":"3088869463"},"language":"en","primary_location":{"id":"doi:10.3233/faia200600","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200600","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200600","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/FAIA200600","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078292413","display_name":"Aivaras Rokas","orcid":null},"institutions":[{"id":"https://openalex.org/I188730046","display_name":"Vytautas Magnus University","ror":"https://ror.org/04y7eh037","country_code":"LT","type":"education","lineage":["https://openalex.org/I188730046"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Aivaras Rokas","raw_affiliation_strings":["Vytautas Magnus University, Lithuania"],"affiliations":[{"raw_affiliation_string":"Vytautas Magnus University, Lithuania","institution_ids":["https://openalex.org/I188730046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048214969","display_name":"Sigita Rackevi\u010dien\u0117","orcid":"https://orcid.org/0000-0001-5794-0296"},"institutions":[{"id":"https://openalex.org/I146583814","display_name":"Mykolas Romeris University","ror":"https://ror.org/0052k0e03","country_code":"LT","type":"education","lineage":["https://openalex.org/I146583814"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Sigita Rackevi\u010dien\u0117","raw_affiliation_strings":["Mykolas Romeris University, Lithuania"],"affiliations":[{"raw_affiliation_string":"Mykolas Romeris University, Lithuania","institution_ids":["https://openalex.org/I146583814"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049783208","display_name":"Andrius Utka","orcid":"https://orcid.org/0000-0001-5212-4310"},"institutions":[{"id":"https://openalex.org/I188730046","display_name":"Vytautas Magnus University","ror":"https://ror.org/04y7eh037","country_code":"LT","type":"education","lineage":["https://openalex.org/I188730046"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Andrius Utka","raw_affiliation_strings":["Vytautas Magnus University, Lithuania"],"affiliations":[{"raw_affiliation_string":"Vytautas Magnus University, Lithuania","institution_ids":["https://openalex.org/I188730046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078292413"],"corresponding_institution_ids":["https://openalex.org/I188730046"],"apc_list":null,"apc_paid":null,"fwci":1.9239,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88873813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"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":0.9801999926567078,"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":0.9801999926567078,"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/T12881","display_name":"linguistics and terminology studies","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lithuanian","display_name":"Lithuanian","score":0.9142698049545288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719737708568573},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6716346144676208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6285775303840637},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5704823136329651},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4740421772003174},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.43885940313339233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3549342453479767},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14066767692565918},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06716111302375793},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.05391192436218262}],"concepts":[{"id":"https://openalex.org/C502338164","wikidata":"https://www.wikidata.org/wiki/Q9083","display_name":"Lithuanian","level":2,"score":0.9142698049545288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719737708568573},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6716346144676208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6285775303840637},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5704823136329651},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4740421772003174},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.43885940313339233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3549342453479767},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14066767692565918},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06716111302375793},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.05391192436218262},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia200600","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200600","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200600","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:zenodo.org:4048766","is_oa":true,"landing_page_url":"https://doi.org/10.3233/FAIA200600","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/bookPart"}],"best_oa_location":{"id":"doi:10.3233/faia200600","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200600","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200600","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":[],"awards":[{"id":"https://openalex.org/G922455614","display_name":null,"funder_award_id":"LMTLT","funder_id":"https://openalex.org/F4320322689","funder_display_name":"Lietuvos Mokslo Taryba"}],"funders":[{"id":"https://openalex.org/F4320322689","display_name":"Lietuvos Mokslo Taryba","ror":"https://ror.org/02gs16m83"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3088869463.pdf","grobid_xml":"https://content.openalex.org/works/W3088869463.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1522301498","https://openalex.org/W1924770834","https://openalex.org/W1940872118","https://openalex.org/W1955857676","https://openalex.org/W2146502635","https://openalex.org/W2147880316","https://openalex.org/W2778118789","https://openalex.org/W2785773968","https://openalex.org/W2805718662","https://openalex.org/W2888790259","https://openalex.org/W2896457183","https://openalex.org/W2914076857","https://openalex.org/W2946382073","https://openalex.org/W2952638691","https://openalex.org/W2963625095","https://openalex.org/W2980598790","https://openalex.org/W2981865617","https://openalex.org/W4294170691","https://openalex.org/W4367858557","https://openalex.org/W6600654476","https://openalex.org/W6604896550","https://openalex.org/W6702248584","https://openalex.org/W6813881914"],"related_works":["https://openalex.org/W2316277902","https://openalex.org/W3174507486","https://openalex.org/W3135382000","https://openalex.org/W2173122265","https://openalex.org/W2542601582","https://openalex.org/W2795465563","https://openalex.org/W4312366848","https://openalex.org/W2899429643","https://openalex.org/W3209953099","https://openalex.org/W2999698523"],"abstract_inverted_index":{"The":[0,67],"paper":[1],"presents":[2],"the":[3,14,42,64,70],"results":[4],"of":[5,21,54,69],"research":[6,43,71],"on":[7],"deep":[8,37],"learning":[9,38],"methods":[10],"aiming":[11],"to":[12,36,86],"determine":[13],"most":[15],"effective":[16],"one":[17],"for":[18,41,57],"automatic":[19],"extraction":[20],"Lithuanian":[22,45],"terms":[23],"from":[24,80],"a":[25,47],"specialized":[26],"domain":[27],"(cybersecurity)":[28],"with":[29,76],"very":[30],"restricted":[31],"resources.":[32],"A":[33],"semi-supervised":[34],"approach":[35],"was":[39],"chosen":[40],"as":[44],"is":[46],"less":[48],"resourced":[49],"language":[50],"and":[51],"large":[52],"amounts":[53],"data,":[55],"necessary":[56],"unsupervised":[58],"methods,":[59],"are":[60],"not":[61],"available":[62],"in":[63],"selected":[65],"domain.":[66],"findings":[68],"show":[72],"that":[73],"Bi-LSTM":[74],"network":[75],"Bidirectional":[77],"Encoder":[78],"Representations":[79],"Transformers":[81],"(BERT)":[82],"can":[83],"achieve":[84],"close":[85],"state-of-the-art":[87],"results.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
