{"id":"https://openalex.org/W2265609623","doi":"https://doi.org/10.3233/978-1-61499-167-0-21","title":"Multi-label Classification of Legislative Text into EuroVoc","display_name":"Multi-label Classification of Legislative Text into EuroVoc","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2265609623","doi":"https://doi.org/10.3233/978-1-61499-167-0-21","mag":"2265609623"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-167-0-21","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-167-0-21","pdf_url":null,"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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034537294","display_name":"Guido Boella","orcid":"https://orcid.org/0000-0001-8804-3379"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Boella Guido","raw_affiliation_strings":["University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Di Caro Luigi","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Di Caro Luigi","raw_affiliation_strings":["University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109033857","display_name":"Leonardo Lesmo","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lesmo Leonardo","raw_affiliation_strings":["University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052764033","display_name":"Daniele Rispoli","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rispoli Daniele","raw_affiliation_strings":["University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004537308","display_name":"Livio Robaldo","orcid":"https://orcid.org/0000-0003-4713-8990"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Robaldo Livio","raw_affiliation_strings":["University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034537294"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":null,"apc_paid":null,"fwci":0.6346,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71817888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987000226974487,"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":0.9987000226974487,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9954000115394592,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9891999959945679,"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/legislature","display_name":"Legislature","score":0.676129937171936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43426308035850525},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35237938165664673},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34625372290611267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3333932161331177},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.28382036089897156},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07873544096946716}],"concepts":[{"id":"https://openalex.org/C83009810","wikidata":"https://www.wikidata.org/wiki/Q11204","display_name":"Legislature","level":2,"score":0.676129937171936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43426308035850525},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35237938165664673},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34625372290611267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333932161331177},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.28382036089897156},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07873544096946716}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-167-0-21","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-167-0-21","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2265609623","is_oa":false,"landing_page_url":"https://www.researchgate.net/profile/Luigi_Di_Caro/publication/259923183_Multi-label_Classification_of_Legislative_Text_into_EuroVoc/links/53f3a2e90cf2155be351c38f.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419638","display_name":"International Conference on Legal Knowledge and Information Systems","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"International Conference on Legal Knowledge and Information Systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W66588809","https://openalex.org/W1488440450","https://openalex.org/W1753402186","https://openalex.org/W1756265184","https://openalex.org/W1826790618","https://openalex.org/W1988790447","https://openalex.org/W2053463056","https://openalex.org/W2061351061","https://openalex.org/W2118585731","https://openalex.org/W2119821739","https://openalex.org/W2146241755","https://openalex.org/W2156935079","https://openalex.org/W2165612380","https://openalex.org/W2250412813","https://openalex.org/W3217466833"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2318218736","https://openalex.org/W4376616602","https://openalex.org/W1555028051","https://openalex.org/W2087233771","https://openalex.org/W1564016688","https://openalex.org/W2187255152","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0,16,59],"this":[1,60],"paper":[2,61],"we":[3,62],"present":[4,63],"a":[5,51,64,98],"novel":[6,65],"method":[7],"for":[8,67],"the":[9,55,68,81,84,113,120,124],"automatic":[10,18],"classification":[11,19],"of":[12,20,54,70,86,101,115,123],"multi-label":[13,71],"text":[14,21],"documents.":[15],"principle,":[17],"is":[22,57,76],"usually":[23],"tackled":[24],"by":[25],"supervised":[26],"Machine":[27],"Learning":[28],"techniques":[29],"like":[30,89],"Support":[31],"Vector":[32],"Machines":[33],"(SVM),":[34],"that":[35,75,104],"typically":[36],"achieve":[37],"state-of-the-art":[38],"accuracy":[39],"in":[40],"several":[41],"domains.":[42],"Nevertheless,":[43],"SVM":[44],"can":[45],"not":[46],"handle":[47],"multi-labeled":[48],"documents,":[49],"thus":[50],"specific":[52],"preprocessing":[53],"data":[56,72],"needed.":[58],"technique":[66],"transformation":[69],"into":[73],"mono-label":[74],"able":[77],"to":[78,110,119],"maintain":[79],"all":[80],"information,":[82],"allowing":[83],"use":[85],"standard":[87],"approaches":[88],"SVM.":[90],"We":[91],"then":[92],"evaluate":[93],"our":[94,116],"system":[95],"using":[96],"JRC-Acquis-it,":[97],"large":[99],"dataset":[100],"italian":[102],"legislation":[103],"has":[105],"been":[106],"manually":[107],"annotated":[108],"according":[109],"EuroVoc,":[111],"demonstrating":[112],"potential":[114],"approach":[117],"compared":[118],"current":[121],"state":[122],"art.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}
