{"id":"https://openalex.org/W2965584667","doi":"https://doi.org/10.1609/aaai.v33i01.33019365","title":"Large Scale Personalized Categorization of Financial Transactions","display_name":"Large Scale Personalized Categorization of Financial Transactions","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2965584667","doi":"https://doi.org/10.1609/aaai.v33i01.33019365","mag":"2965584667"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.33019365","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33019365","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v33i01.33019365","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028364904","display_name":"Christopher Lesner","orcid":null},"institutions":[{"id":"https://openalex.org/I88773910","display_name":"Intuit (United States)","ror":"https://ror.org/049mrbr98","country_code":"US","type":"company","lineage":["https://openalex.org/I88773910"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Lesner","raw_affiliation_strings":["Intuit, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intuit, Inc","institution_ids":["https://openalex.org/I88773910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067230005","display_name":"Alexander Ran","orcid":null},"institutions":[{"id":"https://openalex.org/I88773910","display_name":"Intuit (United States)","ror":"https://ror.org/049mrbr98","country_code":"US","type":"company","lineage":["https://openalex.org/I88773910"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Ran","raw_affiliation_strings":["Intuit, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intuit, Inc","institution_ids":["https://openalex.org/I88773910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059188728","display_name":"Marko Rukonic","orcid":null},"institutions":[{"id":"https://openalex.org/I88773910","display_name":"Intuit (United States)","ror":"https://ror.org/049mrbr98","country_code":"US","type":"company","lineage":["https://openalex.org/I88773910"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marko Rukonic","raw_affiliation_strings":["Intuit, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intuit, Inc","institution_ids":["https://openalex.org/I88773910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391896","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-1717-5785"},"institutions":[{"id":"https://openalex.org/I88773910","display_name":"Intuit (United States)","ror":"https://ror.org/049mrbr98","country_code":"US","type":"company","lineage":["https://openalex.org/I88773910"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Intuit, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intuit, Inc","institution_ids":["https://openalex.org/I88773910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I88773910"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"01","first_page":"9365","last_page":"9372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9796000123023987,"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/database-transaction","display_name":"Database transaction","score":0.6459574103355408},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6063331961631775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5986531972885132},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5596755146980286},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5174801349639893},{"id":"https://openalex.org/keywords/financial-transaction","display_name":"Financial transaction","score":0.5146151781082153},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5024259090423584},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.42243483662605286},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.41383570432662964},{"id":"https://openalex.org/keywords/transaction-data","display_name":"Transaction data","score":0.413652241230011},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.41352179646492004},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3978269100189209},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2842841148376465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19300666451454163},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.11036509275436401},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11024540662765503},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10178622603416443}],"concepts":[{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.6459574103355408},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6063331961631775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5986531972885132},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5596755146980286},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5174801349639893},{"id":"https://openalex.org/C164516710","wikidata":"https://www.wikidata.org/wiki/Q1166072","display_name":"Financial transaction","level":3,"score":0.5146151781082153},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5024259090423584},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.42243483662605286},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.41383570432662964},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.413652241230011},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.41352179646492004},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3978269100189209},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2842841148376465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19300666451454163},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.11036509275436401},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11024540662765503},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10178622603416443},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1609/aaai.v33i01.33019365","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33019365","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/4984","is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/4984","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4984/4857","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.33019365","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33019365","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W63312149","https://openalex.org/W1549874165","https://openalex.org/W1990843604","https://openalex.org/W2056088289","https://openalex.org/W2141296590","https://openalex.org/W6602618124"],"related_works":["https://openalex.org/W2966144077","https://openalex.org/W4205335195","https://openalex.org/W110531265","https://openalex.org/W2354516133","https://openalex.org/W2929716001","https://openalex.org/W4312832047","https://openalex.org/W2995630456","https://openalex.org/W2391356936","https://openalex.org/W2322798473","https://openalex.org/W4306704284"],"abstract_inverted_index":{"A":[0],"major":[1],"part":[2],"of":[3,20,24,30,64,77,81,94,128,139],"financial":[4,65,146],"accounting":[5,31],"involves":[6],"tracking":[7],"and":[8,13,17,59,61,132],"organizing":[9],"business":[10],"transactions":[11,66,140],"over":[12,14,137],"each":[15,67],"month":[16],"hence":[18],"automation":[19],"this":[21,34],"task":[22],"is":[23,141],"significant":[25],"value":[26],"to":[27,74,89],"the":[28,145],"users":[29,82],"software.":[32],"In":[33],"paper":[35],"we":[36],"present":[37],"a":[38,84,107,115,121,130,142],"large-scale":[39],"recommendation":[40],"system":[41,70,131],"that":[42,86,124],"successfully":[43],"recommends":[44],"company":[45],"specific":[46],"categories":[47],"for":[48],"several":[49],"million":[50],"small":[51],"businesses":[52],"in":[53,83,106,144],"US,":[54],"UK,":[55],"Australia,":[56],"Canada,":[57],"India":[58],"France":[60],"handles":[62],"billions":[63,138],"year.":[68],"Our":[69],"uses":[71],"machine":[72],"learning":[73],"combine":[75],"fragments":[76],"information":[78],"from":[79],"millions":[80],"manner":[85],"allows":[87],"us":[88],"accurately":[90],"recommend":[91],"user-specific":[92],"Chart":[93],"Accounts":[95,97],"categories.":[96],"are":[98,111],"handled":[99,112],"even":[100,113],"if":[101,114],"named":[102],"using":[103],"abbreviations":[104],"or":[105],"foreign":[108],"language.":[109],"Transactions":[110],"given":[116],"user":[117],"has":[118],"never":[119],"categorized":[120],"transaction":[122],"like":[123],"before.":[125],"The":[126],"development":[127],"such":[129],"testing":[133],"it":[134],"at":[135],"scale":[136],"first":[143],"industry.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
