{"id":"https://openalex.org/W1588492713","doi":"https://doi.org/10.1109/hpcsim.2015.7237060","title":"Effective topic modeling for email","display_name":"Effective topic modeling for email","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1588492713","doi":"https://doi.org/10.1109/hpcsim.2015.7237060","mag":"1588492713"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2015.7237060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2015.7237060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on High Performance Computing &amp; Simulation (HPCS)","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/A5036705364","display_name":"Hiep Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hiep Hong","raw_affiliation_strings":["Department of Computer Science, San Jose State University, San Jose, CA","Department of Computer Science, San Jos\u00e9 State University, CA 95192, United States"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jose State University, San Jose, CA","institution_ids":["https://openalex.org/I51504820"]},{"raw_affiliation_string":"Department of Computer Science, San Jos\u00e9 State University, CA 95192, United States","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019298277","display_name":"Teng-Sheng Moh","orcid":"https://orcid.org/0000-0002-2726-102X"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng-Sheng Moh","raw_affiliation_strings":["Department of Computer Science, San Jose State University, San Jose, CA","Department of Computer Science, San Jos\u00e9 State University, CA 95192, United States"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jose State University, San Jose, CA","institution_ids":["https://openalex.org/I51504820"]},{"raw_affiliation_string":"Department of Computer Science, San Jos\u00e9 State University, CA 95192, United States","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036705364"],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":1.6059,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88684955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"342","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9898999929428101,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7714058756828308},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6825336217880249},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6535552144050598},{"id":"https://openalex.org/keywords/electronic-mail","display_name":"Electronic mail","score":0.5955587029457092},{"id":"https://openalex.org/keywords/opt-in-email","display_name":"Opt-in email","score":0.49172356724739075},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4342803955078125},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.363800048828125},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.24168720841407776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7714058756828308},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6825336217880249},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6535552144050598},{"id":"https://openalex.org/C3020028006","wikidata":"https://www.wikidata.org/wiki/Q9158","display_name":"Electronic mail","level":2,"score":0.5955587029457092},{"id":"https://openalex.org/C160295073","wikidata":"https://www.wikidata.org/wiki/Q1137616","display_name":"Opt-in email","level":2,"score":0.49172356724739075},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4342803955078125},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.363800048828125},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.24168720841407776}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcsim.2015.7237060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2015.7237060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on High Performance Computing &amp; Simulation (HPCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W34986029","https://openalex.org/W159230833","https://openalex.org/W884776138","https://openalex.org/W1880262756","https://openalex.org/W1965053429","https://openalex.org/W1990341271","https://openalex.org/W2006455006","https://openalex.org/W2007633792","https://openalex.org/W2051224630","https://openalex.org/W2092628313","https://openalex.org/W2097782160","https://openalex.org/W2106867392","https://openalex.org/W2146341620","https://openalex.org/W2165599843","https://openalex.org/W4285719527","https://openalex.org/W6606433418","https://openalex.org/W6639619044","https://openalex.org/W6684489972"],"related_works":["https://openalex.org/W2888805565","https://openalex.org/W4312773271","https://openalex.org/W4315588616","https://openalex.org/W2769501189","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W3005513013","https://openalex.org/W4389543811"],"abstract_inverted_index":{"Emails":[0],"have":[1,6,184],"been":[2],"increasingly":[3],"popular":[4],"and":[5,13,29,58,69,84,109,125,175],"become":[7],"an":[8],"indispensible":[9],"tool":[10],"for":[11,30],"communication":[12],"document":[14],"exchange.":[15],"Because":[16],"of":[17,36,114,155,180],"its":[18],"convenience,":[19],"people":[20,38],"use":[21,113],"emails":[22,37,86,106,141,157,174,195],"every":[23],"day":[24],"at":[25,27],"work,":[26],"school,":[28],"personal":[31],"matters.":[32],"Consequently,":[33],"the":[34,51,80,153,163,187],"number":[35],"receive":[39],"daily":[40],"keeps":[41],"on":[42,90],"increasing,":[43],"causing":[44],"them":[45,71,129,177],"to":[46,56,82,92,102,110,119,127,151,169,192],"spend":[47],"more":[48],"time":[49],"organizing":[50,156],"emails.":[52,95],"People":[53],"often":[54],"need":[55,118],"classify":[57],"move":[59],"email":[60,74],"into":[61,178],"folders":[62,179],"so":[63],"that":[64,186],"they":[65],"can":[66],"go":[67],"back":[68],"read":[70],"later.":[72],"Most":[73],"client":[75],"tools":[76,116],"available":[77],"today":[78],"allow":[79],"users":[81,101,117,134,160],"filter":[83],"organize":[85],"by":[87,161],"defining":[88],"rules":[89,123],"how":[91,121,126],"handle":[93],"incoming":[94,140],"However,":[96],"this":[97,148],"manual":[98],"process":[99],"requires":[100],"know":[103,137],"their":[104,139],"expected":[105],"very":[107],"well,":[108],"make":[111],"good":[112],"these":[115],"understand":[120],"filtering":[122],"work":[124,145],"apply":[128],"correctly.":[130],"In":[131],"reality,":[132],"most":[133],"do":[135],"not":[136],"what":[138],"will":[142],"be.":[143],"The":[144],"described":[146],"in":[147,196],"paper":[149],"aims":[150],"take":[152],"burden":[154],"away":[158],"from":[159,173],"using":[162],"Latent":[164],"Dirichlet":[165],"Allocation":[166],"(LDA)":[167],"[10]":[168],"automatically":[170],"extract":[171],"topics":[172,198],"group":[176,194],"common":[181],"topics.":[182],"Experiments":[183],"shown":[185],"proposed":[188],"method":[189],"is":[190],"able":[191],"correctly":[193],"appropriate":[197],"with":[199],"77%":[200],"accuracy.":[201]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
