{"id":"https://openalex.org/W2033126752","doi":"https://doi.org/10.1145/1363686.1363899","title":"Discovering relationships among categories using misclassification information","display_name":"Discovering relationships among categories using misclassification information","publication_year":2008,"publication_date":"2008-03-16","ids":{"openalex":"https://openalex.org/W2033126752","doi":"https://doi.org/10.1145/1363686.1363899","mag":"2033126752"},"language":"en","primary_location":{"id":"doi:10.1145/1363686.1363899","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1363686.1363899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2008 ACM symposium on Applied computing","raw_type":"proceedings-article"},"type":"article","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/A5067779098","display_name":"Saket S. R. Mengle","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Saket S. R. Mengle","raw_affiliation_strings":["Illinois Institute of Technology Chicago, Illinois"],"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology Chicago, Illinois","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036610566","display_name":"Nazli Goharian","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nazli Goharian","raw_affiliation_strings":["Illinois Institute of Technology Chicago, Illinois"],"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology Chicago, Illinois","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008516508","display_name":"Alana Platt","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alana Platt","raw_affiliation_strings":["Illinois Institute of Technology Chicago, Illinois"],"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology Chicago, Illinois","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067779098"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":3.4323,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92407603,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"932","last_page":"937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9957000017166138,"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":0.9914000034332275,"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":0.7493873834609985},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.6146025061607361},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6131711602210999},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.6024974584579468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5173096656799316},{"id":"https://openalex.org/keywords/recall-rate","display_name":"Recall rate","score":0.45692136883735657},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4446500241756439},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42089641094207764},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4089803397655487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3852384686470032},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07413607835769653}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7493873834609985},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.6146025061607361},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6131711602210999},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.6024974584579468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5173096656799316},{"id":"https://openalex.org/C2987098735","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"Recall rate","level":2,"score":0.45692136883735657},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4446500241756439},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42089641094207764},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4089803397655487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3852384686470032},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07413607835769653},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1363686.1363899","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1363686.1363899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2008 ACM symposium on Applied computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1565377632","https://openalex.org/W1938740620","https://openalex.org/W1979974203","https://openalex.org/W1999337483","https://openalex.org/W2018940048","https://openalex.org/W2037736522","https://openalex.org/W2040672759","https://openalex.org/W2115620960","https://openalex.org/W2115833276","https://openalex.org/W2148603752","https://openalex.org/W2434205482","https://openalex.org/W2482589566","https://openalex.org/W6655154984"],"related_works":["https://openalex.org/W2358294942","https://openalex.org/W1996359983","https://openalex.org/W2601891598","https://openalex.org/W4367460280","https://openalex.org/W3214249595","https://openalex.org/W1847185164","https://openalex.org/W2130086496","https://openalex.org/W2121569490","https://openalex.org/W2352065863","https://openalex.org/W2402903613"],"abstract_inverted_index":{"Knowledge":[0],"of":[1,6,42,77,83],"relationships":[2,29,49,62],"among":[3,30,50],"categories":[4],"is":[5],"the":[7,39,75,81],"interest":[8],"in":[9,68,91],"different":[10],"domains":[11],"such":[12,58],"as":[13],"text":[14,19,44],"classification,":[15],"content":[16],"analysis,":[17],"and":[18,23,86,94],"mining.":[20],"We":[21,52],"propose":[22],"evaluate":[24],"approaches":[25],"to":[26,46,66],"effectively":[27],"identify":[28,47,67],"document":[31],"categories.":[32,51],"Our":[33],"proposed":[34],"novel":[35],"method":[36,85],"capitalizes":[37],"on":[38],"misclassification":[40],"results":[41],"a":[43,88],"classifier":[45],"potential":[48],"demonstrate":[53,87],"that":[54,63],"our":[55,78],"system":[56],"detects":[57],"relationships,":[59],"even":[60],"those":[61],"assessors":[64],"failed":[65],"manual":[69],"evaluation.":[70],"Furthermore,":[71],"we":[72],"favorably":[73],"compare":[74],"effectiveness":[76],"methods":[79],"with":[80],"state":[82],"art":[84],"significant":[89],"improvement":[90],"precision":[92],"(34%)":[93],"recall":[95],"(5%).":[96]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}