{"id":"https://openalex.org/W2066491674","doi":"https://doi.org/10.1080/713827255","title":"Incremental multistrategy learning for document processing","display_name":"Incremental multistrategy learning for document processing","publication_year":2003,"publication_date":"2003-09-01","ids":{"openalex":"https://openalex.org/W2066491674","doi":"https://doi.org/10.1080/713827255","mag":"2066491674"},"language":"en","primary_location":{"id":"doi:10.1080/713827255","is_oa":false,"landing_page_url":"https://doi.org/10.1080/713827255","pdf_url":null,"source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5035635558","display_name":"Floriana Esposito","orcid":"https://orcid.org/0000-0002-1075-3239"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Floriana Esposito","raw_affiliation_strings":["Dipartimento di Informatica, Universita' di Bari, Bari, Italy","Dipartimento di Informatica , Universita' di Bari , Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universita' di Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dipartimento di Informatica , Universita' di Bari , Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068783500","display_name":"Stefano Ferilli","orcid":"https://orcid.org/0000-0003-1118-0601"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Ferilli","raw_affiliation_strings":["Dipartimento di Informatica, Universita' di Bari, Bari, Italy","Dipartimento di Informatica , Universita' di Bari , Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universita' di Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dipartimento di Informatica , Universita' di Bari , Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062940856","display_name":"Nicola Fanizzi","orcid":"https://orcid.org/0000-0001-5319-7933"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Fanizzi","raw_affiliation_strings":["Dipartimento di Informatica, Universita' di Bari, Bari, Italy","Dipartimento di Informatica , Universita' di Bari , Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universita' di Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dipartimento di Informatica , Universita' di Bari , Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073443868","display_name":"Teresa M. A. Basile","orcid":"https://orcid.org/0000-0003-4558-3249"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Teresa M. A. Basile","raw_affiliation_strings":["Dipartimento di Informatica, Universita' di Bari, Bari, Italy","Dipartimento di Informatica , Universita' di Bari , Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universita' di Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dipartimento di Informatica , Universita' di Bari , Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047232379","display_name":"Nicola Di Mauro","orcid":"https://orcid.org/0000-0002-5858-1931"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Di Mauro","raw_affiliation_strings":["Dipartimento di Informatica, Universita' di Bari, Bari, Italy","Dipartimento di Informatica , Universita' di Bari , Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universita' di Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dipartimento di Informatica , Universita' di Bari , Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":8.3351,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97265247,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"17","issue":"8-9","first_page":"859","last_page":"883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9939000010490417,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9939000010490417,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9842000007629395,"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":0.9830999970436096,"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":0.8629510402679443},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5824680924415588},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.45296621322631836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4490809440612793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4390994608402252},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.43530362844467163},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4144854247570038},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11231082677841187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8629510402679443},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5824680924415588},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.45296621322631836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4490809440612793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4390994608402252},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.43530362844467163},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4144854247570038},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11231082677841187},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/713827255","is_oa":false,"landing_page_url":"https://doi.org/10.1080/713827255","pdf_url":null,"source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.298.5638","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.5638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.di.uniba.it/~ndm/publications/files/esposito03aaij.pdf","raw_type":"text"},{"id":"pmh:oai:ricerca.uniba.it:11586/121297","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/121297","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W13634261","https://openalex.org/W42325291","https://openalex.org/W982919582","https://openalex.org/W1487743140","https://openalex.org/W1488790962","https://openalex.org/W1502424784","https://openalex.org/W1522522562","https://openalex.org/W1541434994","https://openalex.org/W1877696602","https://openalex.org/W1965177842","https://openalex.org/W2013866009","https://openalex.org/W2119297883","https://openalex.org/W2163386034","https://openalex.org/W4206370914","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2357256365","https://openalex.org/W2348502264","https://openalex.org/W2365486383","https://openalex.org/W2362059367","https://openalex.org/W2901443725","https://openalex.org/W2350084742","https://openalex.org/W2357988862","https://openalex.org/W1855558850","https://openalex.org/W2103102750","https://openalex.org/W4206195464"],"abstract_inverted_index":{"This":[0,28],"work":[1],"presents":[2],"the":[3,23,39,43,50,57,61,65,70,83,88,100],"application":[4,15],"of":[5,22,42,52,60,72,82,90],"a":[6,35],"multistrategy":[7,73],"approach":[8],"to":[9,77],"some":[10],"document":[11],"processing":[12],"tasks.":[13],"The":[14],"is":[16,75],"implemented":[17],"in":[18,38,64,93,99,103],"an":[19],"enhanced":[20],"version":[21],"incremental":[24],"learning":[25,29,36,84],"system":[26,40],"INTHELEX.":[27],"module":[30],"has":[31,67],"been":[32],"embedded":[33],"as":[34],"component":[37],"architecture":[41],"EU":[44],"project":[45,66],"COLLATE,":[46],"which":[47],"deals":[48],"with":[49],"annotation":[51],"cultural":[53],"heritage":[54],"documents.":[55],"Indeed,":[56],"complex":[58],"shape":[59],"material":[62],"handled":[63],"suggested":[68],"that":[69],"addition":[71],"capabilities":[74],"needed":[76],"improve":[78],"effectiveness":[79],"and":[80],"efficiency":[81],"process.":[85],"Results":[86],"proving":[87],"benefits":[89],"these":[91],"strategies":[92],"specific":[94],"classfication":[95],"tasks":[96],"are":[97],"reported":[98],"experimentation":[101],"presented":[102],"this":[104],"work.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
