{"id":"https://openalex.org/W2120934516","doi":"https://doi.org/10.1145/502585.502600","title":"Multi-dimensional sequential pattern mining","display_name":"Multi-dimensional sequential pattern mining","publication_year":2001,"publication_date":"2001-10-05","ids":{"openalex":"https://openalex.org/W2120934516","doi":"https://doi.org/10.1145/502585.502600","mag":"2120934516"},"language":"en","primary_location":{"id":"doi:10.1145/502585.502600","doi":"https://doi.org/10.1145/502585.502600","is_oa":false,"landing_page_url":"https://doi.org/10.1145/502585.502600","pdf_url":null,"source":{"id":"https://openalex.org/S4393918199","display_name":"ACM International Conference on Information and Knowledge Management (CIKM)","issn_l":"2155-0751","issn":["2155-0751"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the tenth international conference on Information and knowledge management","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5112241158","display_name":"Helen Pinto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Helen Pinto","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada","Simon Fraser University, Burnaby, B.C., CANADA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., CANADA#TAB#","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696","observed_orcids":["https://orcid.org/0000-0002-3629-2696"]},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jiawei Han","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada","Simon Fraser University, Burnaby, B.C., CANADA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., CANADA#TAB#","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062247330","display_name":"Jian Pei","orcid":"https://orcid.org/0000-0002-2200-8711","observed_orcids":["https://orcid.org/0000-0002-2200-8711"]},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jian Pei","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada","Simon Fraser University, Burnaby, B.C., CANADA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., CANADA#TAB#","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628775","display_name":"Ke Wang","orcid":"https://orcid.org/0000-0002-0797-4655","observed_orcids":["https://orcid.org/0000-0002-0797-4655"]},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ke Wang","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada","Simon Fraser University, Burnaby, B.C., CANADA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., CANADA#TAB#","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100644704","display_name":"Qiming Chen","orcid":"https://orcid.org/0000-0003-1870-5327","observed_orcids":["https://orcid.org/0000-0003-1870-5327"]},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiming Chen","raw_affiliation_strings":["Hewlett-Packard Labs., Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Labs., Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045738980","display_name":"Umeshwar Dayal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umeshwar Dayal","raw_affiliation_strings":["Hewlett-Packard Labs., Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Labs., Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4568,"has_fulltext":false,"cited_by_count":228,"citation_normalized_percentile":{"value":0.92805338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":9.999999747378752e-05,"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/T10317","display_name":"Advanced Database Systems and Queries","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"}}],"keywords":[{"id":"https://openalex.org/keywords/frequent-subsequence-mining","display_name":"frequent subsequence mining","score":0.8500000238418579},{"id":"https://openalex.org/keywords/sequence-databases","display_name":"sequence databases","score":0.8119999766349792},{"id":"https://openalex.org/keywords/multidimensional-analysis","display_name":"multidimensional analysis","score":0.9070000052452087}],"concepts":[{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.841768741607666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7684458494186401},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7554761171340942},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6285312175750732},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5968248844146729},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.477383553981781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3317553997039795},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10340484976768494},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/502585.502600","doi":"https://doi.org/10.1145/502585.502600","is_oa":false,"landing_page_url":"https://doi.org/10.1145/502585.502600","pdf_url":null,"source":{"id":"https://openalex.org/S4393918199","display_name":"ACM International Conference on Information and Knowledge Management (CIKM)","issn_l":"2155-0751","issn":["2155-0751"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the tenth international conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.29.379","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.29.379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://fas.sfu.ca/pub/cs/theses/2001/HelenPintoMSc.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W20722260","https://openalex.org/W81801562","https://openalex.org/W235502783","https://openalex.org/W1484413656","https://openalex.org/W1492312449","https://openalex.org/W1514224985","https://openalex.org/W1548986531","https://openalex.org/W1549547341","https://openalex.org/W1569729202","https://openalex.org/W1584003909","https://openalex.org/W1599136575","https://openalex.org/W1641039719","https://openalex.org/W1861465509","https://openalex.org/W1990800901","https://openalex.org/W2000473687","https://openalex.org/W2033534831","https://openalex.org/W2064853889","https://openalex.org/W2080133348","https://openalex.org/W2083140545","https://openalex.org/W2092103580","https://openalex.org/W2100356657","https://openalex.org/W2103269566","https://openalex.org/W2126310301","https://openalex.org/W2139880890","https://openalex.org/W2140190241","https://openalex.org/W2140894515","https://openalex.org/W2147694185","https://openalex.org/W2154765457","https://openalex.org/W2156026066","https://openalex.org/W2158454296","https://openalex.org/W2159806401","https://openalex.org/W2166559705","https://openalex.org/W2285406940","https://openalex.org/W4230230708"],"related_works":["https://openalex.org/W2734894769","https://openalex.org/W2322242284","https://openalex.org/W1538600196","https://openalex.org/W2359952529","https://openalex.org/W2115330677","https://openalex.org/W1554897217","https://openalex.org/W2370261465","https://openalex.org/W2096862458","https://openalex.org/W7096969019","https://openalex.org/W2161160720"],"abstract_inverted_index":{"Sequential":[0],"pattern":[1,74,94,103],"mining,":[2,75],"which":[3,76],"finds":[4],"the":[5,69,78,121],"set":[6,140],"of":[7,71,100,127],"frequent":[8],"subsequences":[9],"in":[10],"sequence":[11,23],"databases,":[12],"is":[13,53],"an":[14],"important":[15],"data-mining":[16],"task":[17],"and":[18,30,50,55,81,105],"has":[19],"broad":[20],"applications.":[21],"Usually,":[22],"patterns":[24,60],"are":[25,43,142],"associated":[26,44,61],"with":[27,45,62,136],"different":[28],"circumstances,":[29],"such":[31],"circumstances":[32],"form":[33],"a":[34],"multiple":[35],"dimensional":[36],"space.":[37],"For":[38],"example,":[39],"customer":[40,48],"purchase":[41],"sequences":[42],"region,":[46],"time,":[47],"group,":[49],"others.":[51],"It":[52],"interesting":[54],"useful":[56],"to":[57,138],"mine":[58],"sequential":[59,73,82,93,102],"multi-dimensional":[63,72,92,106],"information.In":[64],"this":[65],"paper,":[66],"we":[67],"propose":[68],"theme":[70],"integrates":[77],"multidimensional":[79],"analysis":[80,107],"data":[83,139],"mining.":[84,95,117],"We":[85,96],"also":[86],"thoroughly":[87],"explore":[88],"efficient":[89,101],"methods":[90,114],"for":[91,115],"examine":[97],"feasible":[98],"combinations":[99],"mining":[104],"methods,":[108],"as":[109,111,123,125],"well":[110,124],"develop":[112],"uniform":[113],"high-performance":[116],"Extensive":[118],"experiments":[119],"show":[120],"advantages":[122],"limitations":[126],"these":[128],"methods.":[129],"Some":[130],"recommendations":[131],"on":[132],"selecting":[133],"proper":[134],"method":[135],"respect":[137],"properties":[141],"drawn.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":14}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}