{"id":"https://openalex.org/W2138101451","doi":"https://doi.org/10.1145/1121995.1121998","title":"Research issues in data stream association rule mining","display_name":"Research issues in data stream association rule mining","publication_year":2006,"publication_date":"2006-03-01","ids":{"openalex":"https://openalex.org/W2138101451","doi":"https://doi.org/10.1145/1121995.1121998","mag":"2138101451"},"language":"en","primary_location":{"id":"doi:10.1145/1121995.1121998","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1121995.1121998","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"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 SIGMOD Record","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/A5101948829","display_name":"Nan Jiang","orcid":"https://orcid.org/0000-0001-8518-2576"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nan Jiang","raw_affiliation_strings":["The University of Oklahoma, Norman","the University of Oklahoma, Norman,"],"affiliations":[{"raw_affiliation_string":"The University of Oklahoma, Norman","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"the University of Oklahoma, Norman,","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071062190","display_name":"Le Gruenwald","orcid":"https://orcid.org/0000-0002-5245-4747"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Le Gruenwald","raw_affiliation_strings":["The University of Oklahoma, Norman","the University of Oklahoma, Norman,"],"affiliations":[{"raw_affiliation_string":"The University of Oklahoma, Norman","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"the University of Oklahoma, Norman,","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101948829"],"corresponding_institution_ids":["https://openalex.org/I8692664"],"apc_list":null,"apc_paid":null,"fwci":56.8025,"has_fulltext":false,"cited_by_count":286,"citation_normalized_percentile":{"value":0.99868822,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"35","issue":"1","first_page":"14","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.978600025177002,"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":0.8714426755905151},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.8683182001113892},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.8270814418792725},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6162797808647156},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5054254531860352},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.4799090325832367},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45561015605926514},{"id":"https://openalex.org/keywords/clickstream","display_name":"Clickstream","score":0.4423433542251587},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3451108932495117},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.242619127035141},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2314007580280304},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.10211479663848877},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0849619209766388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8714426755905151},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8683182001113892},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.8270814418792725},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6162797808647156},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5054254531860352},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.4799090325832367},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45561015605926514},{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.4423433542251587},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3451108932495117},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.242619127035141},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2314007580280304},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.10211479663848877},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0849619209766388},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1121995.1121998","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1121995.1121998","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"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 SIGMOD Record","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.102.4587","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.4587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.sigmod.org/sigmod/record/issues/0603/p14-article-gruenwald.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W2373143","https://openalex.org/W8543266","https://openalex.org/W46017346","https://openalex.org/W84374273","https://openalex.org/W122602527","https://openalex.org/W127192698","https://openalex.org/W139562302","https://openalex.org/W1484413656","https://openalex.org/W1493892051","https://openalex.org/W1506285740","https://openalex.org/W1515347377","https://openalex.org/W1518573110","https://openalex.org/W1535310980","https://openalex.org/W1559188494","https://openalex.org/W1569347009","https://openalex.org/W1576122071","https://openalex.org/W1675727887","https://openalex.org/W1677324596","https://openalex.org/W1826290430","https://openalex.org/W1906561224","https://openalex.org/W1956776671","https://openalex.org/W1988471114","https://openalex.org/W2009727399","https://openalex.org/W2017062116","https://openalex.org/W2026281511","https://openalex.org/W2028165476","https://openalex.org/W2033534831","https://openalex.org/W2037256273","https://openalex.org/W2052360255","https://openalex.org/W2064853889","https://openalex.org/W2069980026","https://openalex.org/W2083899112","https://openalex.org/W2100899790","https://openalex.org/W2101491687","https://openalex.org/W2102476072","https://openalex.org/W2103640577","https://openalex.org/W2105110648","https://openalex.org/W2113139394","https://openalex.org/W2114469075","https://openalex.org/W2114624736","https://openalex.org/W2115330677","https://openalex.org/W2117599610","https://openalex.org/W2119939946","https://openalex.org/W2120934516","https://openalex.org/W2126310301","https://openalex.org/W2128869116","https://openalex.org/W2154292212","https://openalex.org/W2166559705","https://openalex.org/W2167973519","https://openalex.org/W2259628067","https://openalex.org/W2504306220","https://openalex.org/W3021226887","https://openalex.org/W4252403066","https://openalex.org/W4285719527","https://openalex.org/W4292924529","https://openalex.org/W4398153360"],"related_works":["https://openalex.org/W4293083682","https://openalex.org/W4389449520","https://openalex.org/W2061507057","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2585472988","https://openalex.org/W2743735673","https://openalex.org/W4361801939","https://openalex.org/W1992391735"],"abstract_inverted_index":{"There":[0],"exist":[1],"emerging":[2],"applications":[3],"of":[4],"data":[5,24,29,42],"streams":[6,20,30],"that":[7,48],"require":[8],"association":[9,55],"rule":[10,56],"mining,":[11],"such":[12],"as":[13],"network":[14],"traffic":[15],"monitoring":[16],"and":[17,40,67],"web":[18],"click":[19],"analysis.":[21],"Different":[22],"from":[23],"in":[25,34,72],"traditional":[26],"static":[27],"databases,":[28],"typically":[31],"arrive":[32],"continuously":[33],"high":[35],"speed":[36],"with":[37],"huge":[38],"amount":[39],"changing":[41],"distribution.":[43],"This":[44,62],"raises":[45],"new":[46],"issues":[47,66],"need":[49],"to":[50],"be":[51],"considered":[52],"when":[53],"developing":[54],"mining":[57],"techniques":[58],"for":[59],"stream":[60],"data.":[61],"paper":[63],"discusses":[64],"those":[65],"how":[68],"they":[69],"are":[70],"addressed":[71],"the":[73],"existing":[74],"literature.":[75]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":21},{"year":2013,"cited_by_count":26},{"year":2012,"cited_by_count":15}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
