{"id":"https://openalex.org/W4402925660","doi":"https://doi.org/10.1186/s13677-024-00708-7","title":"A multi-strategy ontology mapping method based on cost-sensitive SVM","display_name":"A multi-strategy ontology mapping method based on cost-sensitive SVM","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402925660","doi":"https://doi.org/10.1186/s13677-024-00708-7"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-024-00708-7","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13677-024-00708-7","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13677-024-00708-7.pdf","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s13677-024-00708-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115604720","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0001-7985-8541"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108154757","display_name":"Peichen Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peichen Yang","raw_affiliation_strings":["School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101563526","display_name":"Rongyang Li","orcid":"https://orcid.org/0009-0008-6983-8641"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyang Li","raw_affiliation_strings":["School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783096","display_name":"Sha Li","orcid":"https://orcid.org/0000-0001-5115-4825"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sha Li","raw_affiliation_strings":["School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057741133","display_name":"Jianguo Ding","orcid":"https://orcid.org/0000-0002-8927-0968"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jianguo Ding","raw_affiliation_strings":["Department of Computer Science, Blekinge Institute of Technology, Karlskrona, 37179, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Blekinge Institute of Technology, Karlskrona, 37179, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042906115","display_name":"Jiabo Xu","orcid":"https://orcid.org/0000-0002-3120-0705"},"institutions":[{"id":"https://openalex.org/I4210111575","display_name":"Xinjiang Institute of Engineering","ror":"https://ror.org/01s5hh873","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111575","https://openalex.org/I4210157944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabo Xu","raw_affiliation_strings":["School of Information Engineering, Xinjiang Institute of Engineering, Wulumuqi, 830000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Xinjiang Institute of Engineering, Wulumuqi, 830000, China","institution_ids":["https://openalex.org/I4210111575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102790255","display_name":"Huansheng Ning","orcid":"https://orcid.org/0000-0001-6413-193X"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huansheng Ning","raw_affiliation_strings":["School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Beijing University of Science and Technology, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5115604720"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14239377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"1","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":0.9997000098228455,"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":0.9997000098228455,"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":0.9969000220298767,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6923509836196899},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.602823793888092},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5934528112411499},{"id":"https://openalex.org/keywords/ontology-alignment","display_name":"Ontology alignment","score":0.44508832693099976},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41012975573539734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36025869846343994},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33413925766944885},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.2692241072654724},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.10533973574638367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6923509836196899},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.602823793888092},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5934528112411499},{"id":"https://openalex.org/C98893333","wikidata":"https://www.wikidata.org/wiki/Q4339878","display_name":"Ontology alignment","level":4,"score":0.44508832693099976},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41012975573539734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36025869846343994},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33413925766944885},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.2692241072654724},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.10533973574638367},{"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":3,"locations":[{"id":"doi:10.1186/s13677-024-00708-7","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13677-024-00708-7","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13677-024-00708-7.pdf","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:bth-27001","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:bth-27001","pdf_url":"https://bth.diva-portal.org/smash/get/diva2:1905406/FULLTEXT01","source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:c7aa5d7fbb584069bfc558d15bbbd1e8","is_oa":true,"landing_page_url":"https://doaj.org/article/c7aa5d7fbb584069bfc558d15bbbd1e8","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-14 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-024-00708-7","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13677-024-00708-7","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13677-024-00708-7.pdf","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5517038434","display_name":null,"funder_award_id":"2020YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8446706986","display_name":null,"funder_award_id":"2020YFB1712101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402925660.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W102861580","https://openalex.org/W148393021","https://openalex.org/W153886719","https://openalex.org/W2042037135","https://openalex.org/W2050712820","https://openalex.org/W2081580037","https://openalex.org/W2118100588","https://openalex.org/W2133109597","https://openalex.org/W2296157284","https://openalex.org/W2561857432","https://openalex.org/W2562319768","https://openalex.org/W2807877132","https://openalex.org/W2923014074","https://openalex.org/W3033677398","https://openalex.org/W3184324824","https://openalex.org/W4239510810","https://openalex.org/W4250160324","https://openalex.org/W6600480908","https://openalex.org/W6847630749"],"related_works":["https://openalex.org/W274732444","https://openalex.org/W149627178","https://openalex.org/W2386232412","https://openalex.org/W2793451634","https://openalex.org/W4206428734","https://openalex.org/W152870918","https://openalex.org/W2394920388","https://openalex.org/W2391790737","https://openalex.org/W2906101203","https://openalex.org/W2792414654"],"abstract_inverted_index":{"As":[0],"the":[1,6,14,52,57,66,79,84,89,97,116,122,136,145,150,156,163,171,174,182],"core":[2],"of":[3,8,69,138,147,152,165],"ontology":[4,9,22,47,54,75,123,191],"integration,":[5],"task":[7],"mapping":[10,23,48,55,124,192],"is":[11,126,141,159],"to":[12,29,64,77,87,115,179],"find":[13],"semantic":[15,35,67],"relationship":[16],"between":[17,91],"ontologies.":[18],"Nevertheless,":[19],"most":[20],"existing":[21],"methods":[24],"only":[25],"rely":[26],"ontext":[27],"information":[28,68],"calculate":[30,88],"entity":[31,70,72],"similarity,":[32],"thereby":[33],"disregarding":[34],"nuances":[36],"and":[37,74,95,121,203,217],"necessitating":[38],"substantial":[39],"manual":[40],"intervention.":[41],"Therefore,":[42,168],"this":[43],"paper":[44,175],"introduces":[45],"an":[46],"method.":[49],"Based":[50],"on":[51,170,212],"traditional":[53,172],"method,":[56],"process":[58],"employs":[59],"a":[60,106,130,197,204],"deep":[61],"learning":[62],"model":[63],"mine":[65],"concepts,":[71],"properties":[73],"structure":[76],"obtain":[78],"embedding":[80,93],"vector.":[81],"We":[82],"use":[83],"similarity":[85,90,98,107,110],"mechanism":[86],"different":[92],"vectors,":[94],"combine":[96],"values":[99],"obtained":[100],"from":[101],"multiple":[102],"strategy":[103,178],"entities":[104],"into":[105,129],"matrix.":[108],"The":[109],"matrix":[111],"serves":[112],"as":[113],"input":[114],"support":[117],"vector":[118],"machine":[119],"(SVM),":[120],"problem":[125],"finally":[127],"transformed":[128],"binary":[131],"classification":[132],"problem.":[133,185],"However,":[134],"since":[135],"number":[137,146,151,164],"mapped":[139],"pairs":[140],"much":[142,160],"larger":[143],"than":[144,162],"non-mapped":[148],"pairs,":[149],"positive":[153],"samples":[154],"in":[155,201,207],"data":[157],"set":[158],"smaller":[161],"negative":[166],"samples.":[167],"based":[169],"SVM,":[173],"adopts":[176],"cost-sensitive":[177],"deal":[180],"with":[181],"class":[183],"imbalance":[184],"In":[186],"comparative":[187],"evaluations":[188],"against":[189],"contemporary":[190],"techniques,":[193],"our":[194],"method":[195],"demonstrates":[196],"noteworthy":[198],"5.0%":[199],"enhancement":[200],"recall":[202],"3.0%":[205],"improvement":[206],"F1":[208],"score":[209],"when":[210],"tested":[211],"both":[213],"public":[214],"benchmark":[215],"datasets":[216],"domain-specific":[218],"datasets.":[219]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}