{"id":"https://openalex.org/W4210779499","doi":"https://doi.org/10.1145/3495213","title":"An Evolutive Frequent Pattern Tree-based Incremental Knowledge Discovery Algorithm","display_name":"An Evolutive Frequent Pattern Tree-based Incremental Knowledge Discovery Algorithm","publication_year":2022,"publication_date":"2022-02-04","ids":{"openalex":"https://openalex.org/W4210779499","doi":"https://doi.org/10.1145/3495213"},"language":"en","primary_location":{"id":"doi:10.1145/3495213","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3495213","pdf_url":null,"source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","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/A5100352263","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-7357-6671"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Liu","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011447906","display_name":"Liang Zheng","orcid":"https://orcid.org/0000-0003-4518-9487"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zheng","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022385009","display_name":"Weishan Zhang","orcid":"https://orcid.org/0000-0001-9800-1068"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weishan Zhang","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072694505","display_name":"Jiehan Zhou","orcid":"https://orcid.org/0000-0002-4026-1649"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jiehan Zhou","raw_affiliation_strings":["Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041883250","display_name":"Shuai Cao","orcid":"https://orcid.org/0000-0002-5562-721X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuai Cao","raw_affiliation_strings":["Sangfor Technologies Inc. Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Sangfor Technologies Inc. Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003331083","display_name":"Shaowen Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowen Yu","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum(East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100352263"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":3.9409,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94119288,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"13","issue":"3","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9952999949455261,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9929999709129333,"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/computer-science","display_name":"Computer science","score":0.7639592885971069},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6470445394515991},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.6073775291442871},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5972502827644348},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5599953532218933},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4352740943431854},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.41829705238342285},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34630638360977173},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.2617506980895996},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10197675228118896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7639592885971069},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6470445394515991},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.6073775291442871},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5972502827644348},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5599953532218933},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4352740943431854},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.41829705238342285},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34630638360977173},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.2617506980895996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10197675228118896},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3495213","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3495213","pdf_url":null,"source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1003073390","https://openalex.org/W2035128075","https://openalex.org/W2043472948","https://openalex.org/W2075721911","https://openalex.org/W2159904898","https://openalex.org/W2164866344","https://openalex.org/W2173736764","https://openalex.org/W2227684440","https://openalex.org/W2262929809","https://openalex.org/W2338952513","https://openalex.org/W2343816076","https://openalex.org/W2427239312","https://openalex.org/W2468007967","https://openalex.org/W2481305591","https://openalex.org/W2511274580","https://openalex.org/W2516564751","https://openalex.org/W2536142853","https://openalex.org/W2567650686","https://openalex.org/W2580317810","https://openalex.org/W2591909298","https://openalex.org/W2595942081","https://openalex.org/W2609896028","https://openalex.org/W2740334263","https://openalex.org/W2789510652","https://openalex.org/W2790226641","https://openalex.org/W2792578766","https://openalex.org/W2792706168","https://openalex.org/W2793768656","https://openalex.org/W2793970239","https://openalex.org/W2800980522","https://openalex.org/W2802008375","https://openalex.org/W2803629649","https://openalex.org/W2804381347","https://openalex.org/W2806842871","https://openalex.org/W2809435039","https://openalex.org/W2890962282","https://openalex.org/W2899664513","https://openalex.org/W2997234453","https://openalex.org/W3013182386","https://openalex.org/W3016673788","https://openalex.org/W3035808318","https://openalex.org/W3038983263","https://openalex.org/W3047251598","https://openalex.org/W3047741057","https://openalex.org/W3089065677","https://openalex.org/W3126854574","https://openalex.org/W3135226178","https://openalex.org/W3197347472"],"related_works":["https://openalex.org/W2353818951","https://openalex.org/W1605879311","https://openalex.org/W2131958170","https://openalex.org/W2061122711","https://openalex.org/W2273754158","https://openalex.org/W4247954915","https://openalex.org/W2385763735","https://openalex.org/W2336747664","https://openalex.org/W2357130048","https://openalex.org/W2386394344"],"abstract_inverted_index":{"To":[0,72],"understand":[1],"current":[2],"situation":[3],"in":[4,45,58],"specific":[5],"scenarios,":[6],"valuable":[7],"knowledge":[8,57,80,156,171],"should":[9],"be":[10,158],"mined":[11,149],"from":[12,110,150,160,172],"both":[13],"historical":[14,26,70,112],"data":[15,27,31,63,96,140,153,174],"and":[16,28,35,114,130,141,154,178],"emerging":[17,30,62,139],"new":[18,56,155,170],"data.":[19,71],"However,":[20],"most":[21],"existing":[22],"algorithms":[23],"take":[24],"the":[25,29,61,69,93,111,115,125,138,151],"as":[32],"a":[33,78,142],"whole":[34],"periodically":[36,135],"repeat":[37],"to":[38,53,68,106,137],"analyze":[39],"all":[40],"of":[41,124],"them,":[42],"which":[43],"results":[44],"heavy":[46],"computation":[47],"overhead.":[48],"It":[49],"is":[50,104],"also":[51],"challenging":[52],"accurately":[54],"discover":[55,169],"time,":[59],"because":[60],"are":[64,133,148],"usually":[65],"small":[66],"compared":[67],"address":[73],"these":[74],"challenges,":[75],"we":[76],"propose":[77],"novel":[79],"discovery":[81],"algorithm":[82,167],"based":[83],"on":[84],"double":[85,126],"evolving":[86,95,173],"frequent":[87,108,120,127,146],"pattern":[88,128,161],"trees":[89,129],"that":[90,165],"can":[91,157,168],"trace":[92],"dynamically":[94],"by":[97],"an":[98],"incremental":[99,119,152],"sliding":[100,143],"window.":[101,144],"One":[102],"tree":[103],"used":[105],"record":[107],"patterns":[109,147],"data,":[113],"other":[116],"one":[117],"records":[118],"items.":[121],"The":[122],"structures":[123],"their":[131],"relationships":[132],"updated":[134],"according":[136],"New":[145],"obtained":[159],"changes.":[162],"Evaluations":[163],"show":[164],"this":[166],"with":[175],"good":[176],"performance":[177],"high":[179],"accuracy.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
