{"id":"https://openalex.org/W4402894571","doi":"https://doi.org/10.1007/s10506-024-09419-5","title":"Segmenting Brazilian legislative text using weak supervision and active learning","display_name":"Segmenting Brazilian legislative text using weak supervision and active learning","publication_year":2024,"publication_date":"2024-09-26","ids":{"openalex":"https://openalex.org/W4402894571","doi":"https://doi.org/10.1007/s10506-024-09419-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10506-024-09419-5","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s10506-024-09419-5","pdf_url":null,"source":{"id":"https://openalex.org/S96609033","display_name":"Artificial Intelligence and Law","issn_l":"0924-8463","issn":["0924-8463","1572-8382"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence and Law","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1007/s10506-024-09419-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044697522","display_name":"Felipe Siqueira","orcid":"https://orcid.org/0000-0001-7528-6726"},"institutions":[{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]}],"countries":["MD"],"is_corresponding":true,"raw_author_name":"Felipe A. Siqueira","raw_affiliation_strings":["Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7528-6726","affiliations":[{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086639971","display_name":"Diany Pressato","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]}],"countries":["MD"],"is_corresponding":false,"raw_author_name":"Diany Pressato","raw_affiliation_strings":["Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013466267","display_name":"Fab\u00edola S. F. Pereira","orcid":"https://orcid.org/0000-0003-2914-1803"},"institutions":[{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]},{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR","MD"],"is_corresponding":false,"raw_author_name":"Fab\u00edola S. F. Pereira","raw_affiliation_strings":["Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Minas Gerais, Brazil","Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I80850581"]},{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034540373","display_name":"N\u00e1dia F\u00e9lix Felipe da Silva","orcid":"https://orcid.org/0000-0002-3875-2211"},"institutions":[{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]},{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR","MD"],"is_corresponding":false,"raw_author_name":"N\u00e1dia F. F. da Silva","raw_affiliation_strings":["Federal University of Go\u00edas, Goi\u00e2nia, Go\u00edas, Brazil","Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Go\u00edas, Goi\u00e2nia, Go\u00edas, Brazil","institution_ids":["https://openalex.org/I68106152"]},{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033149946","display_name":"Ellen Souza","orcid":"https://orcid.org/0000-0002-7706-4809"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]},{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]},{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR","MD"],"is_corresponding":false,"raw_author_name":"Ellen Souza","raw_affiliation_strings":["Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","Rural Federal University of Pernambuco, Serra Talhada, Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]},{"raw_affiliation_string":"Rural Federal University of Pernambuco, Serra Talhada, Pernambuco, Brazil","institution_ids":["https://openalex.org/I62921916","https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111342858","display_name":"M\u00e1rcio S. Dias","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]},{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR","MD"],"is_corresponding":false,"raw_author_name":"M\u00e1rcio S. Dias","raw_affiliation_strings":["Federal University of Catal\u00e3o, Catal\u00e3o, Go\u00edas, Brazil","Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Catal\u00e3o, Catal\u00e3o, Go\u00edas, Brazil","institution_ids":["https://openalex.org/I68106152"]},{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079499583","display_name":"Andr\u00e9 C. P. L. F. de Carvalho","orcid":"https://orcid.org/0000-0002-4765-6459"},"institutions":[{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]}],"countries":["MD"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 C. P. L. F. de Carvalho","raw_affiliation_strings":["Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematical Sciences and Computation, University of S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044697522"],"corresponding_institution_ids":["https://openalex.org/I4210092357"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66186738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"34","issue":"1","first_page":"1","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9984999895095825,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9984999895095825,"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":0.9983999729156494,"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/T10260","display_name":"Software Engineering Research","score":0.974399983882904,"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/market-segmentation","display_name":"Market segmentation","score":0.6134459972381592},{"id":"https://openalex.org/keywords/legislature","display_name":"Legislature","score":0.5974597334861755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5332260727882385},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.46546199917793274},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4349592924118042},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.35777199268341064},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30908235907554626},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.19024839997291565},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.1238543689250946}],"concepts":[{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.6134459972381592},{"id":"https://openalex.org/C83009810","wikidata":"https://www.wikidata.org/wiki/Q11204","display_name":"Legislature","level":2,"score":0.5974597334861755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5332260727882385},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46546199917793274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4349592924118042},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.35777199268341064},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30908235907554626},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.19024839997291565},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.1238543689250946}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10506-024-09419-5","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s10506-024-09419-5","pdf_url":null,"source":{"id":"https://openalex.org/S96609033","display_name":"Artificial Intelligence and Law","issn_l":"0924-8463","issn":["0924-8463","1572-8382"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence and Law","raw_type":"journal-article"},{"id":"pmh:003215183","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10506-024-09419-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"instacron:USP","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:003215183","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10506-024-09419-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"instacron:USP","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W620810783","https://openalex.org/W1513874326","https://openalex.org/W1528012351","https://openalex.org/W1557074680","https://openalex.org/W1580375566","https://openalex.org/W1969982791","https://openalex.org/W1983814883","https://openalex.org/W1995875735","https://openalex.org/W2004763266","https://openalex.org/W2006715371","https://openalex.org/W2017776283","https://openalex.org/W2021367230","https://openalex.org/W2038248725","https://openalex.org/W2051434435","https://openalex.org/W2062989416","https://openalex.org/W2064675550","https://openalex.org/W2078483536","https://openalex.org/W2080021732","https://openalex.org/W2094834818","https://openalex.org/W2111344417","https://openalex.org/W2115305054","https://openalex.org/W2123442489","https://openalex.org/W2139042198","https://openalex.org/W2148818577","https://openalex.org/W2159083595","https://openalex.org/W2168822971","https://openalex.org/W2256323257","https://openalex.org/W2265846598","https://openalex.org/W2342049278","https://openalex.org/W2512217112","https://openalex.org/W2554864439","https://openalex.org/W2559655401","https://openalex.org/W2612690371","https://openalex.org/W2613881683","https://openalex.org/W2619251921","https://openalex.org/W2728918951","https://openalex.org/W2740811004","https://openalex.org/W2746791238","https://openalex.org/W2770236317","https://openalex.org/W2799010330","https://openalex.org/W2888302696","https://openalex.org/W2951911250","https://openalex.org/W2952638691","https://openalex.org/W2962716111","https://openalex.org/W2963028402","https://openalex.org/W2963339397","https://openalex.org/W2963341956","https://openalex.org/W2963490498","https://openalex.org/W2963995225","https://openalex.org/W2964223283","https://openalex.org/W2966083394","https://openalex.org/W2970095952","https://openalex.org/W2970450573","https://openalex.org/W2979826702","https://openalex.org/W2982318248","https://openalex.org/W2998180104","https://openalex.org/W3014596384","https://openalex.org/W3034368386","https://openalex.org/W3035390927","https://openalex.org/W3035391452","https://openalex.org/W3037588750","https://openalex.org/W3039695075","https://openalex.org/W3101345273","https://openalex.org/W3102373121","https://openalex.org/W3105990494","https://openalex.org/W3111268980","https://openalex.org/W3124161279","https://openalex.org/W3129023631","https://openalex.org/W3129479925","https://openalex.org/W3134774296","https://openalex.org/W3138154797","https://openalex.org/W3156031277","https://openalex.org/W3178340556","https://openalex.org/W3201220453","https://openalex.org/W4212774754","https://openalex.org/W4220951451","https://openalex.org/W4226057607","https://openalex.org/W4239510810","https://openalex.org/W4248458756","https://openalex.org/W4252684946","https://openalex.org/W4285177617","https://openalex.org/W4285237927","https://openalex.org/W4285290744","https://openalex.org/W4306839900","https://openalex.org/W4385567296","https://openalex.org/W4385573017","https://openalex.org/W4389524036","https://openalex.org/W4391092873","https://openalex.org/W6912515347"],"related_works":["https://openalex.org/W4391375266","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/W3109360064","https://openalex.org/W2155739898","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-26T06:05:38.182114","created_date":"2025-10-10T00:00:00"}