{"id":"https://openalex.org/W4409640664","doi":"https://doi.org/10.1109/access.2025.3562560","title":"LLM-Assisted Ontology Restriction Verification With Clustering-Based Description Generation","display_name":"LLM-Assisted Ontology Restriction Verification With Clustering-Based Description Generation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409640664","doi":"https://doi.org/10.1109/access.2025.3562560"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3562560","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562560","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3562560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100730151","display_name":"Seung\u2010Yeon Kim","orcid":"https://orcid.org/0000-0002-4006-6667"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]},{"id":"https://openalex.org/I2802978839","display_name":"Korea Naval Academy","ror":"https://ror.org/0491qwe57","country_code":"KR","type":"education","lineage":["https://openalex.org/I2802978839"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seungyeon Kim","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Republic of Korea","Department of Cyber Science, Republic of Korea Naval Academy, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Cyber Science, Republic of Korea Naval Academy, Republic of Korea","institution_ids":["https://openalex.org/I2802978839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358134","display_name":"Donghyun Kim","orcid":"https://orcid.org/0000-0001-7724-5514"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Donghyun Kim","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101351167","display_name":"Seokju Hwang","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokju Hwang","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044514062","display_name":"Kyong-Ho Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]},{"id":"https://openalex.org/I4210166981","display_name":"SK Communications (South Korea)","ror":"https://ror.org/05y8c9413","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210166981"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyong-Ho Lee","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Republic of Korea","Ssangyong Information and Communications Corporation, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Ssangyong Information and Communications Corporation, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210166981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109493361","display_name":"Kyunghwa Lee","orcid":"https://orcid.org/0000-0002-8702-4413"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]},{"id":"https://openalex.org/I4210166981","display_name":"SK Communications (South Korea)","ror":"https://ror.org/05y8c9413","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210166981"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyunghwa Lee","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Republic of Korea","Ssangyong Information and Communications Corporation, Seoul, Republic of Korea","SsangYong Information &#x0026; Communications Corp, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Ssangyong Information and Communications Corporation, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210166981"]},{"raw_affiliation_string":"SsangYong Information &#x0026; Communications Corp, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210166981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100730151"],"corresponding_institution_ids":["https://openalex.org/I193775966","https://openalex.org/I2802978839"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4121,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88890531,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"73603","last_page":"73618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9972000122070312,"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":0.9972000122070312,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8139450550079346},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.563906192779541},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5491058826446533},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3451363444328308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22723013162612915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139450550079346},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.563906192779541},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5491058826446533},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3451363444328308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22723013162612915},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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:10.1109/access.2025.3562560","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562560","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8b09fc0e104e4c33bc5bf672fb62abd5","is_oa":true,"landing_page_url":"https://doaj.org/article/8b09fc0e104e4c33bc5bf672fb62abd5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 73603-73618 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3562560","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562560","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1966619306","https://openalex.org/W1987971958","https://openalex.org/W2027349487","https://openalex.org/W2036815240","https://openalex.org/W2111306015","https://openalex.org/W2124957697","https://openalex.org/W2133109597","https://openalex.org/W2155249637","https://openalex.org/W2479957823","https://openalex.org/W2538346611","https://openalex.org/W2891522988","https://openalex.org/W2971607945","https://openalex.org/W4210340232","https://openalex.org/W4214927559","https://openalex.org/W4231666963","https://openalex.org/W4296297498","https://openalex.org/W4313546737","https://openalex.org/W4367310124","https://openalex.org/W4382680222","https://openalex.org/W4387398457","https://openalex.org/W4388144297","https://openalex.org/W4392822529","https://openalex.org/W4394745858","https://openalex.org/W4399920943","https://openalex.org/W4401386758","https://openalex.org/W4402366869","https://openalex.org/W4406869934","https://openalex.org/W4406870020","https://openalex.org/W4406870075","https://openalex.org/W6632095541","https://openalex.org/W6636215346","https://openalex.org/W6676974665","https://openalex.org/W6748461721","https://openalex.org/W6801976878","https://openalex.org/W6851775633","https://openalex.org/W6859201984","https://openalex.org/W6860587395","https://openalex.org/W6873855131","https://openalex.org/W6875341797"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"An":[0],"ontology":[1,39,60,109,149,175,187],"is":[2,56],"a":[3,11,95,130,191],"scheme":[4],"for":[5,85,193],"structuring":[6],"relationships":[7],"between":[8],"concepts":[9],"in":[10,108],"domain,":[12],"promoting":[13],"data":[14],"interoperability":[15],"and":[16,27,64,72,105,167,189,197],"system":[17],"integration.":[18],"However,":[19,76],"poorly":[20],"designed":[21],"ontologies":[22],"can":[23,67],"lead":[24],"to":[25,45,103,170,182],"errors":[26],"performance":[28],"issues.":[29],"While":[30],"systems":[31],"engineering":[32,40],"has":[33],"standardized":[34,198],"evaluation":[35,48,145,188],"guidelines":[36],"(e.g.,":[37],"ISO/IEC),":[38],"lacks":[41],"such":[42,87],"standards,":[43],"leading":[44],"various":[46],"independent":[47],"methods.":[49],"One":[50],"frequent":[51],"issue":[52],"among":[53],"novice":[54],"developers":[55],"the":[57,70,159,184],"misuse":[58,107,165],"of":[59,74,186],"restrictions,":[61],"particularly":[62],"\u2018allValuesFrom\u2019":[63],"\u2018someValuesFrom\u2019,":[65],"which":[66],"significantly":[68,181],"impact":[69],"correctness":[71],"reliability":[73,185],"ontologies.":[75],"existing":[77],"studies":[78],"have":[79],"not":[80],"adequately":[81],"addressed":[82],"effective":[83],"methods":[84],"detecting":[86],"errors.":[88],"To":[89],"address":[90],"this":[91,178],"gap,":[92],"we":[93,128],"propose":[94],"context-aware":[96],"verification":[97,142,156,199],"framework":[98,115],"utilizing":[99],"large":[100],"language":[101],"models":[102],"detect":[104],"correct":[106],"restrictions.":[110],"Unlike":[111],"conventional":[112],"methods,":[113],"our":[114],"integrates":[116],"contextual":[117,138,153],"descriptions":[118],"derived":[119],"from":[120],"ontological":[121],"axioms,":[122],"enabling":[123],"more":[124,195],"accurate":[125],"verification.":[126],"Additionally,":[127],"introduce":[129],"clustering-based":[131,160],"description":[132,161],"generation":[133,162],"method":[134],"that":[135,152],"systematically":[136],"organizes":[137],"information,":[139],"further":[140],"enhancing":[141,183],"accuracy.":[143],"Experimental":[144],"conducted":[146],"on":[147],"diverse":[148],"datasets":[150],"suggests":[151],"integration":[154],"improves":[155,163],"performance.":[157],"Moreover,":[158],"restriction":[164,176],"detection":[166],"correction":[168],"compared":[169],"traditional":[171],"approaches.":[172],"By":[173],"automating":[174],"verification,":[177],"study":[179],"contributes":[180],"provides":[190],"foundation":[192],"developing":[194],"scalable":[196],"techniques.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
