{"id":"https://openalex.org/W3033594068","doi":"https://doi.org/10.1145/3391230","title":"Mining High-utility Temporal Patterns on Time Interval\u2013based Data","display_name":"Mining High-utility Temporal Patterns on Time Interval\u2013based Data","publication_year":2020,"publication_date":"2020-05-25","ids":{"openalex":"https://openalex.org/W3033594068","doi":"https://doi.org/10.1145/3391230","mag":"3033594068"},"language":"en","primary_location":{"id":"doi:10.1145/3391230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3391230","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"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 Intelligent Systems and Technology","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/A5101861060","display_name":"Jun-Zhe Wang","orcid":"https://orcid.org/0000-0002-1700-306X"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jun-Zhe Wang","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033316100","display_name":"Yi-Cheng Chen","orcid":"https://orcid.org/0000-0001-7153-0410"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Cheng Chen","raw_affiliation_strings":["Department of Information Management, National Central University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Central University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043094729","display_name":"Wen-Yueh Shih","orcid":"https://orcid.org/0000-0003-1084-5704"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Yueh Shih","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101475284","display_name":"Lin Yang","orcid":"https://orcid.org/0000-0002-6956-8177"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lin Yang","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029579733","display_name":"Yu-Shao Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Shao Liu","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059752721","display_name":"Jiun\u2010Long Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jiun-Long Huang","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101861060"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":1.8683,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89032993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":"4","first_page":"1","last_page":"31"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9883000254631042,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9797999858856201,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8581099510192871},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7935937643051147},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6975815296173096},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.5974863171577454},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.5433938503265381},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4694269299507141},{"id":"https://openalex.org/keywords/sequential-pattern-mining","display_name":"Sequential Pattern Mining","score":0.41299203038215637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4090610444545746},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35426226258277893},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34448331594467163},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06968039274215698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8581099510192871},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7935937643051147},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6975815296173096},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5974863171577454},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.5433938503265381},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4694269299507141},{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.41299203038215637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4090610444545746},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35426226258277893},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34448331594467163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06968039274215698},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3391230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3391230","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"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 Intelligent Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5280561493","display_name":null,"funder_award_id":"MOST 106-2221-E-009-152-MY3, MOST 107-2218-E-009-052, MOST 105-2221-E-009-160, MOST 108-2221-E-008-063-MY3, MOST 108-2218-E-009-049, and MOST 108-2627-H-009-001.","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1508044906","https://openalex.org/W1516019649","https://openalex.org/W1941823481","https://openalex.org/W1968940768","https://openalex.org/W1984439958","https://openalex.org/W2010569611","https://openalex.org/W2015045861","https://openalex.org/W2042443642","https://openalex.org/W2060549966","https://openalex.org/W2072678748","https://openalex.org/W2076404872","https://openalex.org/W2107195500","https://openalex.org/W2112520561","https://openalex.org/W2133535525","https://openalex.org/W2146221819","https://openalex.org/W2151028259","https://openalex.org/W2157169143","https://openalex.org/W2161484642","https://openalex.org/W2168196587","https://openalex.org/W2227296972","https://openalex.org/W2302382203","https://openalex.org/W2328335709","https://openalex.org/W2488133945","https://openalex.org/W2537091676","https://openalex.org/W2585472988","https://openalex.org/W2707730299","https://openalex.org/W2784020384","https://openalex.org/W2792626733","https://openalex.org/W2795516748","https://openalex.org/W2797763516","https://openalex.org/W2800664839","https://openalex.org/W2805697508","https://openalex.org/W2908474881","https://openalex.org/W2910563713","https://openalex.org/W2913287122","https://openalex.org/W2913918884","https://openalex.org/W2937863287","https://openalex.org/W2949915660","https://openalex.org/W2963025680","https://openalex.org/W2999788471","https://openalex.org/W3003236177","https://openalex.org/W3007713653","https://openalex.org/W3145218960","https://openalex.org/W4300802661"],"related_works":["https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W2071707387","https://openalex.org/W1999399860","https://openalex.org/W3008667352","https://openalex.org/W1998178845","https://openalex.org/W2545335695","https://openalex.org/W2076927042","https://openalex.org/W2294686723"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"propose":[4],"a":[5,106],"novel":[6],"temporal":[7,13,27,34,37,44,61,85],"pattern":[8,14,28,38,45,62],"mining":[9,15,29,39,114],"problem,":[10],"named":[11],"high-utility":[12,36,60,84],",":[16],"to":[17,41,53,71,81,104],"fulfill":[18],"the":[19,54,73,88,91],"needs":[20],"of":[21,90,109],"various":[22],"applications.":[23],"Different":[24],"from":[25],"classical":[26],"aimed":[30],"at":[31],"discovering":[32],"frequent":[33],"patterns,":[35],"is":[40,48,78,102],"find":[42],"each":[43],"whose":[46],"utility":[47],"greater":[49],"than":[50],"or":[51],"equal":[52],"minimum-utility":[55],"threshold.":[56],"To":[57],"facilitate":[58],"efficient":[59],"mining,":[63],"several":[64],"extension":[65,93],"and":[66,94],"pruning":[67,95],"strategies":[68],"are":[69],"proposed":[70,80,92],"reduce":[72],"search":[74],"space.":[75],"Algorithm":[76],"HUTPMiner":[77,101],"then":[79],"efficiently":[82],"mine":[83],"patterns":[86],"with":[87],"aid":[89],"strategies.":[96],"Experimental":[97],"results":[98],"show":[99],"that":[100],"able":[103],"prune":[105],"large":[107],"number":[108],"candidates,":[110],"thereby":[111],"achieving":[112],"high":[113],"efficiency.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
