{"id":"https://openalex.org/W1822962","doi":null,"title":"Efficient frequent pattern mining","display_name":"Efficient frequent pattern mining","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1822962","mag":"1822962"},"language":"fr","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.4.4137","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.4.4137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.helsinki.fi/u/goethals/publications/thesis.ps","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1942/8802","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020321444","display_name":"Bart Goethals","orcid":"https://orcid.org/0000-0001-9327-9554","observed_orcids":["https://orcid.org/0000-0001-9327-9554"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bart Goethals","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9327-9554","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5020321444"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6144,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.9646938,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":97},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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":1.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.0,"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/frequent-pattern-mining","display_name":"frequent pattern mining","score":0.9769999980926514},{"id":"https://openalex.org/keywords/frequent-itemset-mining","display_name":"frequent itemset mining","score":0.8450000286102295},{"id":"https://openalex.org/keywords/association-rule-mining","display_name":"association rule mining","score":0.9430000185966492},{"id":"https://openalex.org/keywords/consumer-behavior-analysis","display_name":"customer behavior analysis","score":0.8090000152587891},{"id":"https://openalex.org/keywords/mining-algorithms","display_name":"mining algorithms","score":0.5669999718666077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4605715572834015},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38526806235313416}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.4.4137","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.4.4137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.helsinki.fi/u/goethals/publications/thesis.ps","raw_type":"text"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/7612","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1942/7612","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/book"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/8802","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/8802","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"mag:1822962","doi":null,"is_oa":false,"landing_page_url":"https://uhdspace.uhasselt.be/dspace/bitstream/1942/8802/1/Bart%20Goethals.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":{"id":"pmh:oai:documentserver.uhasselt.be:1942/8802","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/8802","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W109273429","https://openalex.org/W2181895478","https://openalex.org/W1824634186","https://openalex.org/W2184237959","https://openalex.org/W7218102669","https://openalex.org/W2367465355","https://openalex.org/W4238079509","https://openalex.org/W2933085829","https://openalex.org/W2034210139","https://openalex.org/W2802999164"],"abstract_inverted_index":{"...":[0,155],"In":[1],"this":[2],"thesis":[3],"we":[4],"focus":[5],"on":[6,145],"the":[7,20,37,55,114,130],"Frequent":[8],"Pattern":[9],"Discovery":[10],"task":[11],"and":[12,25,101,117],"how":[13,61],"it":[14],"can":[15,90],"be":[16,91],"efficiently":[17],"solved":[18],"in":[19,52,107],"specific":[21],"context":[22],"of":[23,54,79,127,134],"itemsets":[24],"association":[26,33,70,118],"rules.":[27],"The":[28],"original":[29],"motivation":[30],"for":[31,93],"searching":[32],"rules":[34,59,89],"came":[35],"from":[36],"need":[38],"to":[39,48,148],"analyze":[40],"so":[41],"called":[42],"supermarket":[43],"transaction":[44],"data,":[45],"that":[46,76,82],"is,":[47],"examine":[49],"customer":[50],"behavior":[51],"terms":[53],"purchased":[56,65],"products.":[57],"Association":[58],"describe":[60],"often":[62],"items":[63],"are":[64],"together.":[66],"For":[67],"example,":[68],"an":[69],"rule":[71,119],"\"beer::::;,":[72],"chips":[73],"(80%)\"":[74],"states":[75],"four":[77],"out":[78],"five":[80],"customers":[81],"bought":[83,86],"beer":[84],"also":[85],"chips.":[87],"Such":[88],"useful":[92],"decisions":[94],"concerning":[95],"product":[96],"pricing,":[97],"promotions,":[98],"store":[99],"layout":[100],"many":[102],"others.":[103],"Since":[104],"their":[105],"introduction":[106],"1993":[108],"by":[109],"Argawal":[110],"et":[111],"al.":[112],"[3],":[113],"frequent":[115],"itemset":[116],"mining":[120,151],"problems":[121,152],"have":[122,137],"received":[123],"a":[124],"great":[125],"deal":[126],"attention.":[128],"Within":[129],"past":[131],"decade,":[132],"hundreds":[133],"research":[135],"papers":[136],"been":[138],"published":[139],"presenting":[140],"new":[141],"algorithms":[142,147],"or":[143],"improvements":[144],"existing":[146],"solve":[149],"these":[150],"more":[153],"efficiently.":[154]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}
