{"id":"https://openalex.org/W2314003946","doi":"https://doi.org/10.1109/tkde.2016.2541149","title":"Mining User-Aware Rare Sequential Topic Patterns in Document Streams","display_name":"Mining User-Aware Rare Sequential Topic Patterns in Document Streams","publication_year":2016,"publication_date":"2016-03-11","ids":{"openalex":"https://openalex.org/W2314003946","doi":"https://doi.org/10.1109/tkde.2016.2541149","mag":"2314003946"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2016.2541149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2016.2541149","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-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/A5084324182","display_name":"Jiaqi Zhu","orcid":"https://orcid.org/0000-0002-4261-6749"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaqi Zhu","raw_affiliation_strings":["Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100774498","display_name":"Kaijun Wang","orcid":"https://orcid.org/0009-0004-2588-9421"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaijun Wang","raw_affiliation_strings":["Fox School of Business, Temple University, Philadelphia, PA 19122"],"affiliations":[{"raw_affiliation_string":"Fox School of Business, Temple University, Philadelphia, PA 19122","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101421265","display_name":"Yunkun Wu","orcid":"https://orcid.org/0000-0002-4990-5623"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunkun Wu","raw_affiliation_strings":["Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029589252","display_name":"Zhongyi Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Hu","raw_affiliation_strings":["Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013118329","display_name":"Hongan Wang","orcid":"https://orcid.org/0000-0002-9320-4920"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongan Wang","raw_affiliation_strings":["Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Human-Computer Interactions, Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084324182"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"],"apc_list":null,"apc_paid":null,"fwci":8.9767,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97586984,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"28","issue":"7","first_page":"1790","last_page":"1804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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/T11106","display_name":"Data Management and Algorithms","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8949563503265381},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6701064705848694},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5279002785682678},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5047706365585327},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4897453784942627},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.48290443420410156},{"id":"https://openalex.org/keywords/sequential-pattern-mining","display_name":"Sequential Pattern Mining","score":0.46015292406082153},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4514622986316681},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45118457078933716},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.42994189262390137},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3580654263496399},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.2596564292907715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2256278097629547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8949563503265381},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6701064705848694},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5279002785682678},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5047706365585327},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4897453784942627},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.48290443420410156},{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.46015292406082153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4514622986316681},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45118457078933716},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.42994189262390137},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3580654263496399},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2596564292907715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2256278097629547},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2016.2541149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2016.2541149","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G405105326","display_name":null,"funder_award_id":"61232013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4239690229","display_name":null,"funder_award_id":"61402452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W7216263","https://openalex.org/W1584003909","https://openalex.org/W1608194207","https://openalex.org/W1714665356","https://openalex.org/W1880262756","https://openalex.org/W1900998199","https://openalex.org/W1978609982","https://openalex.org/W1985716338","https://openalex.org/W1990800901","https://openalex.org/W1998224037","https://openalex.org/W2002298107","https://openalex.org/W2009662901","https://openalex.org/W2021001446","https://openalex.org/W2043185268","https://openalex.org/W2044074944","https://openalex.org/W2052296830","https://openalex.org/W2052793325","https://openalex.org/W2063904635","https://openalex.org/W2064988570","https://openalex.org/W2072644219","https://openalex.org/W2074780997","https://openalex.org/W2077390469","https://openalex.org/W2091593133","https://openalex.org/W2106490775","https://openalex.org/W2107610218","https://openalex.org/W2107743791","https://openalex.org/W2112050062","https://openalex.org/W2122678284","https://openalex.org/W2128833260","https://openalex.org/W2132105569","https://openalex.org/W2140929211","https://openalex.org/W2146606092","https://openalex.org/W2156367805","https://openalex.org/W2158454296","https://openalex.org/W2168332560","https://openalex.org/W2171343266","https://openalex.org/W2172146718","https://openalex.org/W2394538375","https://openalex.org/W2613214602","https://openalex.org/W4231510805","https://openalex.org/W4233135949","https://openalex.org/W4234917632","https://openalex.org/W6635016272","https://openalex.org/W6639619044","https://openalex.org/W6645033135","https://openalex.org/W6684485952"],"related_works":["https://openalex.org/W1995121461","https://openalex.org/W807005383","https://openalex.org/W2109246626","https://openalex.org/W2358856079","https://openalex.org/W2567799180","https://openalex.org/W2019094711","https://openalex.org/W2801575137","https://openalex.org/W2561634757","https://openalex.org/W2118343364","https://openalex.org/W2281719210"],"abstract_inverted_index":{"Textual":[0],"documents":[1,36],"created":[2],"and":[3,23,51,54,66,132,152,168,180,184],"distributed":[4],"on":[5,81,87,108,160,164],"the":[6,24,68,82,88,140],"Internet":[7,58],"are":[8,18,42,85],"ever":[9],"changing":[10],"in":[11,34,47,78,100],"various":[12],"forms.":[13],"Most":[14],"of":[15,26,32,57,70,116],"existing":[16],"works":[17],"devoted":[19],"to":[20,49,118,128],"topic":[21],"modeling":[22],"evolution":[25],"individual":[27],"topics,":[28],"while":[29],"sequential":[30],"relations":[31],"topics":[33,131],"successive":[35],"published":[37],"by":[38,150,155],"a":[39,114],"specific":[40,94],"user":[41,110,149],"ignored.":[43],"In":[44],"this":[45,120],"paper,":[46],"order":[48],"characterize":[50],"detect":[52],"personalized":[53],"abnormal":[55,109],"behaviors":[56],"users,":[59,95,137],"we":[60],"propose":[61],"Sequential":[62,74],"Topic":[63,75],"Patterns":[64,76],"(STPs)":[65],"formulate":[67],"problem":[69,123],"mining":[71,122],"User-aware":[72],"Rare":[73],"(URSTPs)":[77],"document":[79],"streams":[80],"Internet.":[83],"They":[84],"rare":[86],"whole":[89],"but":[90],"relatively":[91],"frequent":[92],"for":[93,135,147],"so":[96],"can":[97,175],"be":[98],"applied":[99],"many":[101],"real-life":[102],"scenarios,":[103],"such":[104],"as":[105],"real-time":[106],"monitoring":[107],"behaviors.":[111],"We":[112],"present":[113],"group":[115],"algorithms":[117],"solve":[119],"innovative":[121],"through":[124],"three":[125],"phases:":[126],"preprocessing":[127],"extract":[129],"probabilistic":[130],"identify":[133],"sessions":[134],"different":[136],"generating":[138],"all":[139],"STP":[141],"candidates":[142],"with":[143],"(expected)":[144],"support":[145],"values":[146],"each":[148],"pattern-growth,":[151],"selecting":[153],"URSTPs":[154,182],"making":[156],"user-aware":[157],"rarity":[158],"analysis":[159],"derived":[161],"STPs.":[162],"Experiments":[163],"both":[165],"real":[166],"(Twitter)":[167],"synthetic":[169],"datasets":[170],"show":[171],"that":[172],"our":[173],"approach":[174],"indeed":[176],"discover":[177],"special":[178],"users":[179],"interpretable":[181],"effectively":[183],"efficiently,":[185],"which":[186],"significantly":[187],"reflect":[188],"users'":[189],"characteristics.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
