{"id":"https://openalex.org/W1494184549","doi":"https://doi.org/10.1007/11766247_34","title":"Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization","display_name":"Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1494184549","doi":"https://doi.org/10.1007/11766247_34","mag":"1494184549"},"language":"en","primary_location":{"id":"doi:10.1007/11766247_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11766247_34","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":true,"oa_status":"green","oa_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=290b8fca-ac33-4d67-ae83-8b68e53bc240","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077738658","display_name":"Svetlana Kiritchenko","orcid":"https://orcid.org/0000-0003-2550-3918"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Svetlana Kiritchenko","raw_affiliation_strings":["Institute for Information Technology, National Research Council, Canada","University of Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Institute for Information Technology, National Research Council, Canada","institution_ids":["https://openalex.org/I4210159778"]},{"raw_affiliation_string":"University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042893723","display_name":"Stan Matwin","orcid":"https://orcid.org/0000-0001-6629-8434"},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Stan Matwin","raw_affiliation_strings":["Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland","University of Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I99542240","https://openalex.org/I4210087266"]},{"raw_affiliation_string":"University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082414223","display_name":"Richard Nock","orcid":"https://orcid.org/0000-0001-8384-9621"},"institutions":[{"id":"https://openalex.org/I4210135110","display_name":"Centre Hospitalier Universitaire de Martinique","ror":"https://ror.org/0376kfa34","country_code":"MQ","type":"healthcare","lineage":["https://openalex.org/I4210135110"]}],"countries":["MQ"],"is_corresponding":false,"raw_author_name":"Richard Nock","raw_affiliation_strings":["Universit\u00e9 Antilles-Guyane, Martinique, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Antilles-Guyane, Martinique, France","institution_ids":["https://openalex.org/I4210135110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089654819","display_name":"A. Fazel Famili","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Fazel Famili","raw_affiliation_strings":["Institute for Information Technology, National Research Council, Canada"],"affiliations":[{"raw_affiliation_string":"Institute for Information Technology, National Research Council, Canada","institution_ids":["https://openalex.org/I4210159778"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077738658"],"corresponding_institution_ids":["https://openalex.org/I153718931","https://openalex.org/I4210159778"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.4122,"has_fulltext":true,"cited_by_count":104,"citation_normalized_percentile":{"value":0.88862484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9959999918937683,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9890000224113464,"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":0.8512085676193237},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7367732524871826},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6127743124961853},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.562129557132721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5117461681365967},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48662838339805603},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3808513879776001},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35458171367645264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8512085676193237},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7367732524871826},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6127743124961853},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.562129557132721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5117461681365967},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48662838339805603},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3808513879776001},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35458171367645264}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11766247_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11766247_34","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"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:5763573","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/fra/voir/objet/?id=290b8fca-ac33-4d67-ae83-8b68e53bc240","pdf_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=290b8fca-ac33-4d67-ae83-8b68e53bc240","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:5763573","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/fra/voir/objet/?id=290b8fca-ac33-4d67-ae83-8b68e53bc240","pdf_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=290b8fca-ac33-4d67-ae83-8b68e53bc240","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6899999976158142,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1494184549.pdf","grobid_xml":"https://content.openalex.org/works/W1494184549.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1523949738","https://openalex.org/W1590163898","https://openalex.org/W1620204465","https://openalex.org/W1751470192","https://openalex.org/W2032210760","https://openalex.org/W2063862666","https://openalex.org/W2096451472","https://openalex.org/W2117225622","https://openalex.org/W2429914308","https://openalex.org/W2526526357","https://openalex.org/W4244952642"],"related_works":["https://openalex.org/W2360898036","https://openalex.org/W2390857744","https://openalex.org/W2390698788","https://openalex.org/W2133651098","https://openalex.org/W2078570174","https://openalex.org/W2383063829","https://openalex.org/W2138922887","https://openalex.org/W2035261173","https://openalex.org/W2106892947","https://openalex.org/W2237299843"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
