{"id":"https://openalex.org/W1634742235","doi":"https://doi.org/10.1007/978-3-540-74999-8_10","title":"NLP-Driven Constructive Learning for Filtering an IR Document Stream","display_name":"NLP-Driven Constructive Learning for Filtering an IR Document Stream","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1634742235","doi":"https://doi.org/10.1007/978-3-540-74999-8_10","mag":"1634742235"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74999-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74999-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5062117382","display_name":"Jo\u00e3o Marcelo Azevedo Arcoverde","orcid":null},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210131883","display_name":"Brazilian Society of Computational and Applied Mathematics","ror":"https://ror.org/03kcw4w74","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210131883"]}],"countries":["BR","ES"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Marcelo Azevedo Arcoverde","raw_affiliation_strings":["Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo - Campus de S\u00e3o Carlos, Caixa Postal 668, 13560-970 - S\u00e3o Carlos, SP, Brasil","Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo, S\u00e3o Carlos, SP, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo - Campus de S\u00e3o Carlos, Caixa Postal 668, 13560-970 - S\u00e3o Carlos, SP, Brasil","institution_ids":["https://openalex.org/I4210131883"]},{"raw_affiliation_string":"Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo, S\u00e3o Carlos, SP, Brasil","institution_ids":["https://openalex.org/I134820265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075011291","display_name":"Maria das Gra\u00e7as Volpe Nunes","orcid":"https://orcid.org/0000-0002-2776-6140"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210131883","display_name":"Brazilian Society of Computational and Applied Mathematics","ror":"https://ror.org/03kcw4w74","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210131883"]}],"countries":["BR","ES"],"is_corresponding":false,"raw_author_name":"Maria das Gra\u00e7as Volpe Nunes","raw_affiliation_strings":["Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo - Campus de S\u00e3o Carlos, Caixa Postal 668, 13560-970 - S\u00e3o Carlos, SP, Brasil","Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo, S\u00e3o Carlos, SP, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo - Campus de S\u00e3o Carlos, Caixa Postal 668, 13560-970 - S\u00e3o Carlos, SP, Brasil","institution_ids":["https://openalex.org/I4210131883"]},{"raw_affiliation_string":"Departamento de Ci\u00eancias de Computa\u00e7\u00e3o, Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3 Paulo, S\u00e3o Carlos, SP, Brasil","institution_ids":["https://openalex.org/I134820265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2285,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5552227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"74","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994000196456909,"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":0.9994000196456909,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9941999912261963,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9922000169754028,"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":0.8364629745483398},{"id":"https://openalex.org/keywords/clef","display_name":"Clef","score":0.8349092602729797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7163552045822144},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6830116510391235},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5258268117904663},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4968715012073517},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.44952550530433655},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4442327618598938},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.4169851243495941},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4150831401348114},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.40685713291168213},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3564847409725189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8364629745483398},{"id":"https://openalex.org/C107763842","wikidata":"https://www.wikidata.org/wiki/Q181040","display_name":"Clef","level":3,"score":0.8349092602729797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7163552045822144},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6830116510391235},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5258268117904663},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4968715012073517},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.44952550530433655},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4442327618598938},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.4169851243495941},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4150831401348114},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.40685713291168213},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3564847409725189},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74999-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74999-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1563556454","https://openalex.org/W1985729415","https://openalex.org/W2019976352","https://openalex.org/W2022679416","https://openalex.org/W2023299139","https://openalex.org/W2053724458","https://openalex.org/W2117400858","https://openalex.org/W2118020653","https://openalex.org/W2396366869","https://openalex.org/W4231741839","https://openalex.org/W4244833938","https://openalex.org/W4252916480"],"related_works":["https://openalex.org/W4232115401","https://openalex.org/W2970828463","https://openalex.org/W1592594506","https://openalex.org/W3138512925","https://openalex.org/W117735687","https://openalex.org/W2917705549","https://openalex.org/W1839123017","https://openalex.org/W2915106852","https://openalex.org/W2629131222","https://openalex.org/W2584386254"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
