{"id":"https://openalex.org/W2022551085","doi":"https://doi.org/10.1109/tkde.2002.1000341","title":"Mining sequential patterns with regular expression constraints","display_name":"Mining sequential patterns with regular expression constraints","publication_year":2002,"publication_date":"2002-05-01","ids":{"openalex":"https://openalex.org/W2022551085","doi":"https://doi.org/10.1109/tkde.2002.1000341","mag":"2022551085"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2002.1000341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2002.1000341","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/A5023079617","display_name":"Minos Garofalakis","orcid":"https://orcid.org/0000-0003-0285-3907"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Garofalakis","raw_affiliation_strings":["Bell Laboratories, Murray Hill, NJ, USA","Lucent Technol. Bell Labs., Murray Hill, NJ, USa"],"affiliations":[{"raw_affiliation_string":"Bell Laboratories, Murray Hill, NJ, USA","institution_ids":[]},{"raw_affiliation_string":"Lucent Technol. Bell Labs., Murray Hill, NJ, USa","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087225276","display_name":"Rohit Rastogi","orcid":"https://orcid.org/0000-0002-6402-7638"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Rastogi","raw_affiliation_strings":["Bell Laboratories, Murray Hill, NJ, USA","Lucent Technol. Bell Labs., Murray Hill, NJ, USa"],"affiliations":[{"raw_affiliation_string":"Bell Laboratories, Murray Hill, NJ, USA","institution_ids":[]},{"raw_affiliation_string":"Lucent Technol. Bell Labs., Murray Hill, NJ, USa","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049064713","display_name":"Kyuseok Shim","orcid":"https://orcid.org/0000-0001-8818-0963"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"K. Shim","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023079617"],"corresponding_institution_ids":["https://openalex.org/I72090969"],"apc_list":null,"apc_paid":null,"fwci":11.8215,"has_fulltext":false,"cited_by_count":135,"citation_normalized_percentile":{"value":0.98289101,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"3","first_page":"530","last_page":"552"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.8340492248535156},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6739320755004883},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.656152606010437},{"id":"https://openalex.org/keywords/sequential-pattern-mining","display_name":"Sequential Pattern Mining","score":0.6128336191177368},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5751394629478455},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5707264542579651},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4832330644130707},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.46334394812583923},{"id":"https://openalex.org/keywords/regular-expression","display_name":"Regular expression","score":0.43414825201034546},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.15535321831703186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8340492248535156},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6739320755004883},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.656152606010437},{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.6128336191177368},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5751394629478455},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5707264542579651},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4832330644130707},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.46334394812583923},{"id":"https://openalex.org/C121329065","wikidata":"https://www.wikidata.org/wiki/Q185612","display_name":"Regular expression","level":2,"score":0.43414825201034546},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.15535321831703186},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tkde.2002.1000341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2002.1000341","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.136.7052","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.136.7052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.berkeley.edu/~minos/Papers/tkde02.ps.gz","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.169.657","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.169.657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ee.snu.ac.kr/%7Eshim/tkde-seq.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.418.5040","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.418.5040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.softnet.tuc.gr/~minos/Papers/tkde02.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W20722260","https://openalex.org/W58080530","https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1509578651","https://openalex.org/W1518603657","https://openalex.org/W1538285186","https://openalex.org/W1641039719","https://openalex.org/W2085638007","https://openalex.org/W2126256482","https://openalex.org/W2139880890","https://openalex.org/W2154765457","https://openalex.org/W2157086973","https://openalex.org/W2158454296","https://openalex.org/W2312502266","https://openalex.org/W3004186389","https://openalex.org/W6600858539","https://openalex.org/W6602383291","https://openalex.org/W6628750762","https://openalex.org/W6630726433","https://openalex.org/W6631035069","https://openalex.org/W6632147796"],"related_works":["https://openalex.org/W2953829836","https://openalex.org/W2783964355","https://openalex.org/W2154440943","https://openalex.org/W2163397365","https://openalex.org/W2183086764","https://openalex.org/W2336391106","https://openalex.org/W1538215434","https://openalex.org/W2390127499","https://openalex.org/W2142965034","https://openalex.org/W2360627962"],"abstract_inverted_index":{"Discovering":[0],"sequential":[1,25,124],"patterns":[2,43,125,156],"is":[3,53,140],"an":[4,74],"important":[5],"problem":[6],"in":[7],"data":[8],"mining":[9,27,51,104,116,122,185],"with":[10,31,73,117],"a":[11,33,47,89,108],"host":[12],"of":[13,44,58,77,84,110,155],"application":[14],"domains":[15],"including":[16],"medicine,":[17],"telecommunications,":[18],"and":[19,60],"the":[20,49,82,102,137,141,145,152,165,184],"World":[21],"Wide":[22],"Web.":[23],"Conventional":[24],"pattern":[26,50,103],"systems":[28],"provide":[29,161],"users":[30,61],"only":[32],"very":[34],"restricted":[35],"mechanism":[36],"(based":[37],"on":[38],"minimum":[39],"support)":[40],"for":[41,121],"specifying":[42],"interest.":[45],"As":[46],"consequence,":[48],"process":[52],"typically":[54],"characterized":[55],"by":[56],"lack":[57],"focus":[59,97],"often":[62],"end":[63],"up":[64],"paying":[65],"inordinate":[66],"computational":[67],"costs":[68],"just":[69],"to":[70,98,143,150,175],"be":[71,99],"inundated":[72],"overwhelming":[75],"number":[76],"useless":[78],"results.":[79],"We":[80,106],"propose":[81],"use":[83],"Regular":[85,118],"Expressions":[86],"(REs)":[87],"as":[88],"flexible":[90],"constraint":[91],"specification":[92],"tool":[93],"that":[94,126,167,171],"enables":[95],"user-controlled":[96],"incorporated":[100],"into":[101,164,183],"process.":[105,186],"develop":[107],"family":[109],"novel":[111],"algorithms":[112],"(termed":[113],"SPIRIT-Sequential":[114],"Pattern":[115],"expression":[119],"consTraints)":[120],"frequent":[123],"also":[127],"satisfy":[128],"user-specified":[129],"RE":[130,146],"constraints.":[131],"The":[132],"main":[133],"distinguishing":[134],"factor":[135],"among":[136],"proposed":[138],"schemes":[139],"degree":[142],"which":[144],"constraints":[147,170],"are":[148,181],"enforced":[149],"prune":[151],"search":[153],"space":[154],"during":[157],"computation.":[158],"Our":[159],"solutions":[160],"valuable":[162],"insights":[163],"trade-offs":[166],"arise":[168],"when":[169],"do":[172],"not":[173],"subscribe":[174],"nice":[176],"properties":[177],"(like":[178],"anti":[179],"monotonicity)":[180],"integrated":[182]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
