{"id":"https://openalex.org/W2022354875","doi":"https://doi.org/10.1587/transinf.e96.d.1734","title":"Finding Interesting Sequential Patterns in Sequence Data Streams via a Time-Interval Weighting Approach","display_name":"Finding Interesting Sequential Patterns in Sequence Data Streams via a Time-Interval Weighting Approach","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2022354875","doi":"https://doi.org/10.1587/transinf.e96.d.1734","mag":"2022354875"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.e96.d.1734","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.e96.d.1734","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E96.D/8/E96.D_1734/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E96.D/8/E96.D_1734/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109041411","display_name":"Joong Hyuk Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I93906172","display_name":"Anyang University","ror":"https://ror.org/018pdh902","country_code":"KR","type":"education","lineage":["https://openalex.org/I93906172"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joong Hyuk CHANG","raw_affiliation_strings":["Anyang University"],"affiliations":[{"raw_affiliation_string":"Anyang University","institution_ids":["https://openalex.org/I93906172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055660983","display_name":"Nam Hun Park","orcid":"https://orcid.org/0000-0002-3716-5760"},"institutions":[{"id":"https://openalex.org/I93906172","display_name":"Anyang University","ror":"https://ror.org/018pdh902","country_code":"KR","type":"education","lineage":["https://openalex.org/I93906172"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nam Hun PARK","raw_affiliation_strings":["Anyang University"],"affiliations":[{"raw_affiliation_string":"Anyang University","institution_ids":["https://openalex.org/I93906172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5109041411"],"corresponding_institution_ids":["https://openalex.org/I93906172"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16730717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E96.D","issue":"8","first_page":"1734","last_page":"1744"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9805999994277954,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9797000288963318,"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":0.8266141414642334},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.7834917902946472},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7829787731170654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7348431348800659},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6483108997344971},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6044458746910095},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.5322166681289673},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5309785008430481},{"id":"https://openalex.org/keywords/time-sequence","display_name":"Time sequence","score":0.5099819898605347},{"id":"https://openalex.org/keywords/sequential-pattern-mining","display_name":"Sequential Pattern Mining","score":0.4590190649032593},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08809521794319153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8266141414642334},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.7834917902946472},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7829787731170654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7348431348800659},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6483108997344971},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6044458746910095},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.5322166681289673},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5309785008430481},{"id":"https://openalex.org/C3020136221","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time sequence","level":2,"score":0.5099819898605347},{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.4590190649032593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08809521794319153},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.e96.d.1734","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.e96.d.1734","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E96.D/8/E96.D_1734/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.e96.d.1734","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.e96.d.1734","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E96.D/8/E96.D_1734/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2743374010","display_name":null,"funder_award_id":"2012R1A1B","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G626505518","display_name":null,"funder_award_id":"No. 201","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G982292920","display_name":null,"funder_award_id":"NRF-20","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2022354875.pdf","grobid_xml":"https://content.openalex.org/works/W2022354875.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W127192698","https://openalex.org/W1564015926","https://openalex.org/W1608194207","https://openalex.org/W1998783890","https://openalex.org/W2008977345","https://openalex.org/W2032226242","https://openalex.org/W2039118598","https://openalex.org/W2040891895","https://openalex.org/W2043483308","https://openalex.org/W2048105574","https://openalex.org/W2091113720","https://openalex.org/W2102387239","https://openalex.org/W2114469075","https://openalex.org/W2122525423","https://openalex.org/W2135573177","https://openalex.org/W2136011878","https://openalex.org/W2140894225","https://openalex.org/W2141641912","https://openalex.org/W2148187800","https://openalex.org/W2150045644","https://openalex.org/W2154440943","https://openalex.org/W2158454296","https://openalex.org/W2168196587","https://openalex.org/W4243744905"],"related_works":["https://openalex.org/W4293083682","https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2019094711","https://openalex.org/W2801575137"],"abstract_inverted_index":{"The":[0,126],"mining":[1,18,40,65,77],"problem":[2],"over":[3,43,70,137],"data":[4,17,28,45,73,92,116,139,142],"streams":[5,29,46,140],"has":[6],"recently":[7],"been":[8],"attracting":[9],"considerable":[10],"attention":[11],"thanks":[12],"to":[13],"the":[14,81,102,113],"usefulness":[15],"of":[16,23,115,131,149],"in":[19,33,54,118,147],"various":[20,55],"application":[21,56],"fields":[22],"information":[24],"science,":[25],"and":[26,75,109],"sequence":[27,44,72,86,120,138],"are":[30,144],"so":[31],"common":[32],"daily":[34],"life.":[35],"Therefore,":[36],"a":[37,61,71,76,85,119],"study":[38],"on":[39,80],"sequential":[41,68,105,135],"patterns":[42,69,136],"can":[47],"give":[48],"valuable":[49,96],"results":[50],"for":[51,64],"wide":[52],"use":[53],"fields.":[57],"This":[58],"paper":[59],"proposes":[60],"new":[62],"framework":[63,128],"novel":[66,103],"interesting":[67,104,134],"stream":[74],"method":[78],"based":[79],"framework.":[82],"Assuming":[83],"that":[84],"with":[87,99],"small":[88],"time-intervals":[89,114],"between":[90],"its":[91],"elements":[93,117,143],"is":[94,107,129],"more":[95,133],"than":[97],"others":[98],"large":[100],"time-intervals,":[101],"pattern":[106],"defined":[108],"found":[110],"by":[111],"analyzing":[112],"as":[121,123],"well":[122],"their":[124],"orders.":[125],"proposed":[127],"capable":[130],"obtaining":[132],"whose":[141],"highly":[145],"correlated":[146],"terms":[148],"generation":[150],"time.":[151]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}