{"id":"https://openalex.org/W4396758735","doi":"https://doi.org/10.1145/3589334.3645584","title":"Taxonomy Completion via Implicit Concept Insertion","display_name":"Taxonomy Completion via Implicit Concept Insertion","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396758735","doi":"https://doi.org/10.1145/3589334.3645584"},"language":"en","primary_location":{"id":"doi:10.1145/3589334.3645584","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589334.3645584","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3589334.3645584","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045423198","display_name":"Jingchuan Shi","orcid":"https://orcid.org/0000-0002-4615-5636"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Jingchuan Shi","raw_affiliation_strings":["University of Oxford, Oxford, United Kingdom","The University of Manchester Manchester, United Kingdom","eBay Inc. San Jose, United States",", United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4615-5636","affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"The University of Manchester Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"eBay Inc. San Jose, United States","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":", United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035163413","display_name":"Hang Dong","orcid":"https://orcid.org/0000-0001-6828-6891"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Hang Dong","raw_affiliation_strings":["University of Oxford, Oxford, United Kingdom","eBay Inc. San Jose, United States","The University of Manchester Manchester, United Kingdom",", United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6828-6891","affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"eBay Inc. San Jose, United States","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":"The University of Manchester Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":", United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085691361","display_name":"Jiaoyan Chen","orcid":"https://orcid.org/0000-0003-4643-6750"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Jiaoyan Chen","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom","eBay Inc. San Jose, United States",", United Kingdom","University of Oxford Oxford, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-4643-6750","affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"eBay Inc. San Jose, United States","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":", United Kingdom","institution_ids":[]},{"raw_affiliation_string":"University of Oxford Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097028516","display_name":"Zhe Wu","orcid":"https://orcid.org/0009-0003-6109-3386"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Zhe Wu","raw_affiliation_strings":["eBay Inc., San Jose, USA","eBay Inc. San Jose, United States","University of Oxford Oxford, United Kingdom",", United Kingdom","The University of Manchester Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0003-6109-3386","affiliations":[{"raw_affiliation_string":"eBay Inc., San Jose, USA","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":"eBay Inc. San Jose, United States","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":"University of Oxford Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":", United Kingdom","institution_ids":[]},{"raw_affiliation_string":"The University of Manchester Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060350556","display_name":"Ian Horrocks","orcid":"https://orcid.org/0000-0002-2685-7462"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Ian Horrocks","raw_affiliation_strings":["University of Oxford, Oxford, United Kingdom","eBay Inc. San Jose, United States",", United Kingdom","The University of Manchester Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2685-7462","affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"eBay Inc. San Jose, United States","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":", United Kingdom","institution_ids":[]},{"raw_affiliation_string":"The University of Manchester Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2159","last_page":"2169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9979000091552734,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9979000091552734,"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/T10028","display_name":"Topic Modeling","score":0.9968000054359436,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9937999844551086,"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/icon","display_name":"Icon","score":0.8090003728866577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7983583211898804},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.785075843334198},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5620288252830505},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.49556195735931396},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34981077909469604},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12475067377090454}],"concepts":[{"id":"https://openalex.org/C2778447006","wikidata":"https://www.wikidata.org/wiki/Q1156474","display_name":"Icon","level":2,"score":0.8090003728866577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983583211898804},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.785075843334198},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5620288252830505},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.49556195735931396},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34981077909469604},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12475067377090454},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3589334.3645584","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589334.3645584","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/29808458","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Taxonomy_completion_via_implicit_concept_insertion/29808458","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:734f4f2c-e8de-4778-8902-6776b099b7b0","is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:734f4f2c-e8de-4778-8902-6776b099b7b0","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"Conference item"},{"id":"pmh:oai:ore.exeter.ac.uk:10871/135499","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/135499","pdf_url":null,"source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/7a0bfe36-3e21-4d25-918d-aae33507118f","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/7a0bfe36-3e21-4d25-918d-aae33507118f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shi, J, Chen, J, Dong, H, Wu, Z & Horrocks, I 2024, Taxonomy completion via implicit concept insertion. in The Web Conference 2024. Association for Computing Machinery, pp. 2159 - 2169. https://doi.org/10.1145/3589334.3645584","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3589334.3645584","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589334.3645584","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3253514882","display_name":"ConCur: Knowledge Base Construction and Curation","funder_award_id":"EP/V050869/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5652537686","display_name":"UK FIRES: Locating Resource Efficiency at the heart of Future Industrial Strategy in the UK","funder_award_id":"EP/S019111/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G667038190","display_name":"OASIS: Ontology Reasoning over Frequently-changing and Streaming Data","funder_award_id":"EP/S032347/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W89857650","https://openalex.org/W90362830","https://openalex.org/W1554540371","https://openalex.org/W1603243195","https://openalex.org/W1847921443","https://openalex.org/W2081580037","https://openalex.org/W2135127625","https://openalex.org/W2138605095","https://openalex.org/W2168169810","https://openalex.org/W2524182563","https://openalex.org/W2798965707","https://openalex.org/W2809189384","https://openalex.org/W2981852735","https://openalex.org/W3012615229","https://openalex.org/W3012823870","https://openalex.org/W3036413095","https://openalex.org/W3103941499","https://openalex.org/W3152722128","https://openalex.org/W3168349005","https://openalex.org/W3173065403","https://openalex.org/W3176459892","https://openalex.org/W4224308858","https://openalex.org/W4224326644","https://openalex.org/W4226278401","https://openalex.org/W4244275182","https://openalex.org/W4288089799","https://openalex.org/W4385567149","https://openalex.org/W4385825800","https://openalex.org/W4385825816"],"related_works":["https://openalex.org/W3175319091","https://openalex.org/W4360922125","https://openalex.org/W2056060060","https://openalex.org/W2175435306","https://openalex.org/W2076882245","https://openalex.org/W220677501","https://openalex.org/W2981902742","https://openalex.org/W4207071872","https://openalex.org/W4283720006","https://openalex.org/W2074153818"],"abstract_inverted_index":{"\\beginabstract":[0],"High":[1],"quality":[2],"taxonomies":[3,27,40],"play":[4],"a":[5,67],"critical":[6],"role":[7],"in":[8,100],"various":[9],"domains":[10],"such":[11,95],"as":[12],"e-commerce,":[13],"web":[14],"search":[15],"and":[16,45,62,97,114,135,152],"ontology":[17],"engineering.":[18],"While":[19],"there":[20,32],"has":[21,33],"been":[22,34],"extensive":[23],"work":[24],"on":[25,87,131],"expanding":[26],"from":[28,109],"externally":[29],"mined":[30],"data,":[31],"less":[35],"attention":[36],"paid":[37],"to":[38],"enriching":[39],"by":[41,82],"exploiting":[42],"existing":[43,89],"concepts":[44,81,85,96],"structure":[46],"within":[47,103],"the":[48,55,88,104,136,153],"taxonomy.":[49,105],"In":[50],"this":[51,58,117],"work,":[52],"we":[53],"show":[54,138],"usefulness":[56],"of":[57,60],"kind":[59],"enrichment,":[61],"explore":[63],"its":[64],"viability":[65],"with":[66],"new":[68,80],"taxonomy":[69,149],"completion":[70,150],"system":[71],"ICON":[72,78,106,130],"(I":[73],"mplicit":[74],"CON":[75],"cept":[76],"Insertion).":[77],"generates":[79],"identifying":[83],"implicit":[84],"based":[86],"concept":[90],"structure,":[91],"generating":[92],"names":[93],"for":[94],"inserting":[98],"them":[99],"appropriate":[101],"positions":[102],"integrates":[107],"techniques":[108],"entity":[110],"retrieval,":[111],"text":[112],"summary,":[113],"subsumption":[115],"prediction;":[116],"modular":[118],"architecture":[119],"offers":[120,141],"high":[121],"flexibility":[122],"while":[123],"achieving":[124],"state-of-the-art":[125],"performance.":[126],"We":[127],"have":[128],"evaluated":[129],"two":[132],"e-commerce":[133],"taxonomies,":[134],"results":[137],"that":[139],"it":[140],"significant":[142],"advantages":[143],"over":[144],"strong":[145],"baselines":[146],"including":[147],"recent":[148],"models":[151],"large":[154],"language":[155],"model,":[156],"ChatGPT.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
