{"id":"https://openalex.org/W2185930928","doi":null,"title":"BaggTaming \u2014 Learning from Wild and Tame Data","display_name":"BaggTaming \u2014 Learning from Wild and Tame Data","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2185930928","mag":"2185930928"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.164.3492","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.164.3492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.kamishima.net/archive/2008-ws-wbbtmine-print.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/A5075252502","display_name":"Toshihiro Kamishima","orcid":"https://orcid.org/0000-0003-3146-4695","observed_orcids":["https://orcid.org/0000-0003-3146-4695"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Toshihiro Kamishima","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3146-4695","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017826395","display_name":"Masahiro Hamasaki","orcid":"https://orcid.org/0000-0003-3085-7446","observed_orcids":["https://orcid.org/0000-0003-3085-7446"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masahiro Hamasaki","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3085-7446","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080238107","display_name":"Shotaro Akaho","orcid":"https://orcid.org/0000-0002-4623-2718","observed_orcids":["https://orcid.org/0000-0002-4623-2718"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shotaro Akaho","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4623-2718","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5077822516","display_name":"Aist Tsukuba Central","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aist Tsukuba Central","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3961,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84718124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.4796999990940094,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.4796999990940094,"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":0.25540000200271606,"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":0.21279999613761902,"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/taming","display_name":"taming","score":0.7720000147819519},{"id":"https://openalex.org/keywords/bagging","display_name":"bagging","score":0.7429999709129333},{"id":"https://openalex.org/keywords/label-consistency","display_name":"label consistency","score":0.5550000071525574},{"id":"https://openalex.org/keywords/collaborative-tagging","display_name":"collaborative tagging","score":0.8809999823570251},{"id":"https://openalex.org/keywords/tag-prediction","display_name":"tag prediction","score":0.8230000138282776},{"id":"https://openalex.org/keywords/web-page-classification","display_name":"web page classification","score":0.7379999756813049}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.769782304763794},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6475494503974915},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6376581192016602},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5945869088172913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5223416090011597},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49393659830093384},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48287060856819153},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4577963948249817},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44324618577957153},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4361843466758728},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4270819127559662},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4257388412952423},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.164.3492","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.164.3492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.kamishima.net/archive/2008-ws-wbbtmine-print.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.183.2919","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.183.2919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.kde.cs.uni-kassel.de/ws/wbbtmine2008/pdf/1.pdf","raw_type":"text"},{"id":"mag:2185930928","doi":null,"is_oa":false,"landing_page_url":"https://www.kamishima.net/archive/2008-ws-wbbtmine-print.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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1479807131","https://openalex.org/W1971040550","https://openalex.org/W2034368206","https://openalex.org/W2089933214","https://openalex.org/W2099971677","https://openalex.org/W2102775690","https://openalex.org/W2107269684","https://openalex.org/W2113765418","https://openalex.org/W2116926073","https://openalex.org/W2120354757","https://openalex.org/W2120708938","https://openalex.org/W2122838776","https://openalex.org/W2133013156","https://openalex.org/W2165744911","https://openalex.org/W2912934387","https://openalex.org/W2914746235"],"related_works":["https://openalex.org/W2553529725","https://openalex.org/W2023253461","https://openalex.org/W2527554871","https://openalex.org/W2247403794","https://openalex.org/W2158514621","https://openalex.org/W7096670087","https://openalex.org/W963614259","https://openalex.org/W3023098008","https://openalex.org/W7100821360","https://openalex.org/W2940695378"],"abstract_inverted_index":{"Abstract.":[0],"We":[1],"address":[2],"a":[3,44,48,84,90],"new":[4,85],"machine":[5],"learning":[6],"problem,":[7],"taming,":[8],"that":[9,137],"involves":[10],"two":[11,22],"types":[12,23],"of":[13,24,60,75,93,134],"training":[14,77],"sets:":[15],"wild":[16,31,163],"data":[17,25,32],"and":[18,123,165],"tame":[19,45,49,168],"data.":[20,57],"These":[21],"sets":[26],"are":[27,129,146,156],"mutually":[28],"complementary.":[29],"A":[30],"set":[33,50],"is":[34,38,64,89],"less":[35],"consistent,":[36],"but":[37,53,153],"much":[39],"larger":[40],"in":[41,104,141,148],"size":[42],"than":[43,150],"set.":[46,78],"Conversely,":[47],"has":[51],"consistency":[52,149],"not":[54],"as":[55,109,162,167],"many":[56],"The":[58,144],"goal":[59],"our":[61,178],"taming":[62,179],"task":[63],"to":[65,121,131],"learn":[66],"more":[67,154,174],"accurate":[68],"classifiers":[69],"by":[70],"exploiting":[71],"the":[72,132],"strong":[73],"points":[74],"each":[76],"For":[79],"this":[80],"task,":[81],"we":[82,159],"develop":[83],"algorithm,":[86],"BaggTaming,":[87],"which":[88],"modified":[91],"version":[92],"bagging.":[94],"Such":[95,127],"an":[96],"algorithm":[97],"would":[98],"be":[99,173],"useful":[100],"for":[101],"predicting":[102],"tags":[103,120,128,145,155,161],"collaborative":[105],"tagging":[106],"services,":[107,113],"such":[108,112],"del.icio.us.":[110],"With":[111],"users":[114],"can":[115],"register":[116],"Web":[117,170],"documents,":[118],"assign":[119],"them,":[122],"share":[124],"these":[125],"tags.":[126],"similar":[130],"notion":[133],"class":[135],"labels":[136,166],"have":[138],"been":[139],"adopted":[140],"supervised":[142],"learning.":[143],"poorer":[147],"wellmanaged":[151],"labels,":[152],"available.":[157],"If":[158],"consider":[160],"data,":[164],"ones,":[169],"pages":[171],"could":[172],"accurately":[175],"classified":[176],"with":[177],"technique.":[180],"1":[181]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2016-06-24T00:00:00"}
