{"id":"https://openalex.org/W1549464061","doi":"https://doi.org/10.3233/ida-2012-0552","title":"Tracking recurrent concepts using context","display_name":"Tracking recurrent concepts using context","publication_year":2012,"publication_date":"2012-10-08","ids":{"openalex":"https://openalex.org/W1549464061","doi":"https://doi.org/10.3233/ida-2012-0552","mag":"1549464061"},"language":"en","primary_location":{"id":"doi:10.3233/ida-2012-0552","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ida-2012-0552","pdf_url":"https://content.iospress.com:443/download/intelligent-data-analysis/ida00552?id=intelligent-data-analysis%2Fida00552","source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/intelligent-data-analysis/ida00552?id=intelligent-data-analysis%2Fida00552","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087516651","display_name":"Jo\u00e3o B\u00e1rtolo Gomes","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o B\u00e1rtolo Gomes","raw_affiliation_strings":["Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Campus de Montegancedo, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Campus de Montegancedo, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017649045","display_name":"Pedro Sousa","orcid":"https://orcid.org/0000-0003-3814-6331"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro A.C. Sousa","raw_affiliation_strings":["Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078567927","display_name":"Ernestina Menasalvas","orcid":"https://orcid.org/0000-0002-5615-6798"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ernestina Menasalvas","raw_affiliation_strings":["Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Campus de Montegancedo, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Campus de Montegancedo, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087516651"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":null,"apc_paid":null,"fwci":6.6322,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96455585,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"16","issue":"5","first_page":"803","last_page":"825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/context","display_name":"Context (archaeology)","score":0.5897271633148193},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5003547668457031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46470892429351807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34851911664009094},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2282618284225464},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21045836806297302},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.04935291409492493}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5897271633148193},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5003547668457031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46470892429351807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34851911664009094},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2282618284225464},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21045836806297302},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.04935291409492493},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ida-2012-0552","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ida-2012-0552","pdf_url":"https://content.iospress.com:443/download/intelligent-data-analysis/ida00552?id=intelligent-data-analysis%2Fida00552","source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},{"id":"pmh:oai:dnet:archivodigit::0fec966f1b851a52ea23800f49c44d7d","is_oa":false,"landing_page_url":"http://oa.upm.es/15535/","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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Intelligent data analysis, ISSN 1088-467X, 2012, Vol. 16, No. 5","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3233/ida-2012-0552","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ida-2012-0552","pdf_url":"https://content.iospress.com:443/download/intelligent-data-analysis/ida00552?id=intelligent-data-analysis%2Fida00552","source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3725089349","display_name":null,"funder_award_id":"TIN2008-05924","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G6299983296","display_name":null,"funder_award_id":"PTDC/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7049410507","display_name":null,"funder_award_id":"Portuguese Foundation for Science","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G943999617","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320311064","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1549464061.pdf","grobid_xml":"https://content.openalex.org/works/W1549464061.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W27170557","https://openalex.org/W78449300","https://openalex.org/W139044672","https://openalex.org/W188803003","https://openalex.org/W189929561","https://openalex.org/W201345031","https://openalex.org/W589058777","https://openalex.org/W1487223642","https://openalex.org/W1549464061","https://openalex.org/W1550696814","https://openalex.org/W1564592130","https://openalex.org/W1570448133","https://openalex.org/W1585387811","https://openalex.org/W1585854823","https://openalex.org/W1608807278","https://openalex.org/W1636521571","https://openalex.org/W1662592306","https://openalex.org/W1907380269","https://openalex.org/W1912123407","https://openalex.org/W1985951810","https://openalex.org/W1990079212","https://openalex.org/W1991076541","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2028931136","https://openalex.org/W2030680965","https://openalex.org/W2068714596","https://openalex.org/W2116636079","https://openalex.org/W2119458897","https://openalex.org/W2124834651","https://openalex.org/W2133088989","https://openalex.org/W2135153142","https://openalex.org/W2135335717","https://openalex.org/W2163419627","https://openalex.org/W2171809276","https://openalex.org/W2181744257","https://openalex.org/W2269371072","https://openalex.org/W2966207845","https://openalex.org/W3003253354","https://openalex.org/W4235130247","https://openalex.org/W4255466416","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3136955865","https://openalex.org/W2542256560","https://openalex.org/W1578117154","https://openalex.org/W1971776229","https://openalex.org/W1800033570","https://openalex.org/W3010232788","https://openalex.org/W1543936162","https://openalex.org/W2079531124","https://openalex.org/W2131155723","https://openalex.org/W4220789584"],"abstract_inverted_index":{"The":[0],"problem":[1],"of":[2,13,31],"recurring":[3],"concepts":[4,17],"in":[5,28],"data":[6],"stream":[7],"classification":[8],"is":[9],"a":[10],"special":[11],"case":[12],"concept":[14,32],"drift":[15],"where":[16],"may":[18],"reappear.":[19],"Although":[20],"several":[21],"existing":[22],"methods":[23],"are":[24],"able":[25],"to":[26],"learn":[27],"the":[29],"presence":[30],"drift,":[33],"few":[34],"consider":[35],"contextual":[36],"information":[37]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}