{"id":"https://openalex.org/W2145155407","doi":null,"title":"Evaluating Online Text Classification Algorithms for Email Prediction in TaskTracer","display_name":"Evaluating Online Text Classification Algorithms for Email Prediction in TaskTracer","publication_year":2009,"publication_date":"2009-05-22","ids":{"openalex":"https://openalex.org/W2145155407","mag":"2145155407"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.151.3876","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.151.3876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.engr.oregonstate.edu/~tgd/publications/ceas-keiser-dietterich-2009.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5085510357","display_name":"Victoria Keiser","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victoria Keiser","raw_affiliation_strings":["Oregon State University>"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oregon State University>","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074537073","display_name":"Thomas G. Dietterich","orcid":"https://orcid.org/0000-0002-8223-8586","observed_orcids":["https://orcid.org/0000-0002-8223-8586"]},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas G. Dietterich","raw_affiliation_strings":["Oregon State University>"],"raw_orcid":"https://orcid.org/0000-0002-8223-8586","affiliations":[{"raw_affiliation_string":"Oregon State University>","institution_ids":["https://openalex.org/I131249849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131249849"],"apc_list":null,"apc_paid":null,"fwci":0.3295,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64331614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9961000084877014,"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":0.9961000084877014,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.0008999999845400453,"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-workers","display_name":"knowledge workers","score":0.8119999766349792},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8489999771118164},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"multi-class classification","score":0.75},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.5699999928474426}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7998863458633423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7127379179000854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7002900838851929},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6371147632598877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6151329874992371},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5612669587135315},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.4487822353839874},{"id":"https://openalex.org/C192065140","wikidata":"https://www.wikidata.org/wiki/Q1147928","display_name":"Multinomial distribution","level":2,"score":0.44525909423828125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4425179362297058},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3602010905742645},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2081756293773651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17520377039909363},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08682125806808472},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.151.3876","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.151.3876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.engr.oregonstate.edu/~tgd/publications/ceas-keiser-dietterich-2009.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.324.8502","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.324.8502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ceas.cc/2009/papers/ceas2009-paper-24.pdf","raw_type":"text"},{"id":"mag:2145155407","doi":null,"is_oa":false,"landing_page_url":"http://ai.cs.washington.edu/www/media/papers/ceas-keiser-dietterich-2009.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W148103248","https://openalex.org/W1504070272","https://openalex.org/W1505796919","https://openalex.org/W1544537492","https://openalex.org/W1594013922","https://openalex.org/W2078786834","https://openalex.org/W2122410182","https://openalex.org/W2140336868","https://openalex.org/W2144266514","https://openalex.org/W2160218441"],"related_works":["https://openalex.org/W2254631079","https://openalex.org/W3081872053","https://openalex.org/W2783297842","https://openalex.org/W7098485474","https://openalex.org/W2293330917","https://openalex.org/W142384483","https://openalex.org/W1532213325","https://openalex.org/W7096375188","https://openalex.org/W6903596211","https://openalex.org/W2095688344"],"abstract_inverted_index":{"This":[0],"paper":[1,89],"examines":[2],"how":[3],"six":[4],"online":[5,94],"multiclass":[6],"text":[7],"classification":[8],"algorithms":[9],"perform":[10],"in":[11,87],"the":[12,18,28,44,65,77,84],"domain":[13],"of":[14,79,83],"email":[15,41,58,62],"tagging":[16],"within":[17],"TaskTracer":[19,21,32],"system.":[20],"is":[22,67],"a":[23,68],"project-oriented":[24],"user":[25],"interface":[26],"for":[27],"desktop":[29],"knowledge":[30],"worker.":[31],"attempts":[33],"to":[34,46,60,91,97],"tag":[35,61],"all":[36],"documents,":[37],"web":[38],"pages,":[39],"and":[40],"messages":[42],"with":[43,76],"projects":[45],"which":[47],"they":[48],"are":[49],"relevant.":[50],"In":[51],"previous":[52],"work,":[53],"we":[54],"deployed":[55],"an":[56,93],"SVM":[57,66,100],"classifier":[59],"messages.":[63],"However,":[64],"batch":[69],"algorithm":[70,96],"whose":[71],"training":[72],"time":[73],"scales":[74],"quadratically":[75],"number":[78],"examples.":[80],"The":[81],"goal":[82],"study":[85],"reported":[86],"this":[88,99],"was":[90],"select":[92],"learning":[95],"replace":[98]},"counts_by_year":[{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2016-06-24T00:00:00"}