{"id":"https://openalex.org/W2619805186","doi":"https://doi.org/10.1145/3019612.3022188","title":"Towards adaptation of named entity classification","display_name":"Towards adaptation of named entity classification","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2619805186","doi":"https://doi.org/10.1145/3019612.3022188","mag":"2619805186"},"language":"en","primary_location":{"id":"doi:10.1145/3019612.3022188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3022188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029837480","display_name":"Pikakshi Manchanda","orcid":null},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pikakshi Manchanda","raw_affiliation_strings":["University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005702955","display_name":"Elisabetta Fersini","orcid":"https://orcid.org/0000-0002-8987-100X"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Fersini","raw_affiliation_strings":["University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065845420","display_name":"Matteo Palmonari","orcid":"https://orcid.org/0000-0002-1801-5118"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Palmonari","raw_affiliation_strings":["University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032463780","display_name":"Debora Nozza","orcid":"https://orcid.org/0000-0002-7998-2267"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Debora Nozza","raw_affiliation_strings":["University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061496529","display_name":"Enza Messina","orcid":"https://orcid.org/0000-0002-4062-0824"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enza Messina","raw_affiliation_strings":["University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029837480"],"corresponding_institution_ids":["https://openalex.org/I66752286"],"apc_list":null,"apc_paid":null,"fwci":0.5167,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70260632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9926999807357788,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9866999983787537,"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/computer-science","display_name":"Computer science","score":0.7028444409370422},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6407947540283203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47367149591445923},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.39741986989974976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028444409370422},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6407947540283203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47367149591445923},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39741986989974976},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3019612.3022188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3022188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/153943","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/153943","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1969486090","https://openalex.org/W2068882115","https://openalex.org/W2135352205","https://openalex.org/W2143933463","https://openalex.org/W2144314367","https://openalex.org/W2153848201","https://openalex.org/W2165698076","https://openalex.org/W2573934886","https://openalex.org/W2577326656","https://openalex.org/W2902440481"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Numerous":[0],"state-of-the-art":[1],"Named":[2],"Entity":[3],"Recognition":[4],"(NER)":[5],"systems":[6],"use":[7,30],"different":[8],"classification":[9],"schemas/ontologies.":[10],"Comparisons":[11],"and":[12],"integration":[13],"among":[14],"NER":[15,41,97],"systems,":[16,42],"thus,":[17],"becomes":[18],"complex.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23,29],"propose":[24],"a":[25,49,56,62,71,90],"transfer-learning":[26],"approach":[27,88],"where":[28,43],"supervised":[31],"learning":[32],"methods":[33],"to":[34,61],"automatically":[35],"learn":[36],"mappings":[37],"between":[38],"ontologies":[39],"of":[40,51,83,96],"an":[44],"input":[45],"probability":[46],"distribution":[47,64],"over":[48,65],"set":[50],"entity":[52,67,84],"types":[53,68],"defined":[54,69],"in":[55],"source":[57],"ontology":[58],"is":[59],"mapped":[60],"target":[63,72],"the":[66],"for":[70,93],"ontology.":[73],"Experiments":[74],"conducted":[75],"with":[76],"benchmark":[77],"data":[78],"show":[79],"valuable":[80],"re-classification":[81],"performance":[82],"mentions,":[85],"suggesting":[86],"our":[87],"as":[89],"promising":[91],"one":[92],"domain":[94],"adaptation":[95],"systems.":[98]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}