{"id":"https://openalex.org/W1998631319","doi":"https://doi.org/10.1109/2.781634","title":"Constraint-based, multidimensional data mining","display_name":"Constraint-based, multidimensional data mining","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W1998631319","doi":"https://doi.org/10.1109/2.781634","mag":"1998631319"},"language":"en","primary_location":{"id":"doi:10.1109/2.781634","doi":"https://doi.org/10.1109/2.781634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/2.781634","pdf_url":null,"source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-70","russia-white-list-1","vabb-shw"],"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":"Computer","raw_type":"journal-article"},"volume":null,"type":"article","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/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, Canada","Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061340195","display_name":"Laks V. S. Lakshmanan","orcid":"https://orcid.org/0000-0002-9775-4241","observed_orcids":["https://orcid.org/0000-0002-9775-4241"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"L.V.S. Lakshmanan","raw_affiliation_strings":["Indian Institute of Technology, Concordia University, Bombay, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Concordia University, Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133124810","display_name":"R.T. Ng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"R.T. Ng","raw_affiliation_strings":["University of British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":13.6197,"has_fulltext":false,"cited_by_count":168,"citation_normalized_percentile":{"value":0.98593416,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"32","issue":"8","first_page":"46","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9726999998092651,"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":0.9726999998092651,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00800000037997961,"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":0.00430000014603138,"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/multidimensional-data-mining","display_name":"multidimensional data mining","score":0.9890000224113464},{"id":"https://openalex.org/keywords/user-guidance","display_name":"user guidance","score":0.5210000276565552},{"id":"https://openalex.org/keywords/user-control","display_name":"user control","score":0.8700000047683716},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"data warehouse","score":0.6740000247955322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8390027284622192},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49513116478919983},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.45889711380004883},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4213239550590515},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/2.781634","doi":"https://doi.org/10.1109/2.781634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/2.781634","pdf_url":null,"source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-70","russia-white-list-1","vabb-shw"],"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":"Computer","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.16.9868","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.16.9868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.fas.sfu.ca/pub/cs/han/kdd/computer99.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.84.9121","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.84.9121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uiuc.edu/class/fa05/cs591han/papers/hln99.pdf","raw_type":"text"},{"id":"pmh:oai:dsapce.library.iitb.ac.in:10054/8137","doi":null,"is_oa":false,"landing_page_url":"http://dspace.library.iitb.ac.in/xmlui/handle/10054/8137","pdf_url":null,"source":{"id":"https://openalex.org/S4306400899","display_name":"DSpace (IIT Bombay)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I162827531","host_organization_name":"Indian Institute of Technology Bombay","host_organization_lineage":["https://openalex.org/I162827531"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1512840853","https://openalex.org/W1520890006","https://openalex.org/W1564381193","https://openalex.org/W1578959085","https://openalex.org/W1980960474","https://openalex.org/W2052411822","https://openalex.org/W2052629503","https://openalex.org/W2064803206","https://openalex.org/W2072764742","https://openalex.org/W2085638007","https://openalex.org/W4245913787"],"related_works":["https://openalex.org/W2184956788","https://openalex.org/W4245913787","https://openalex.org/W2122404929","https://openalex.org/W2124385410","https://openalex.org/W1595329567","https://openalex.org/W7099256149","https://openalex.org/W2148959098","https://openalex.org/W161656026","https://openalex.org/W2558595091","https://openalex.org/W2036105050"],"abstract_inverted_index":{"Although":[0],"many":[1],"data-mining":[2,144],"methodologies":[3],"and":[4,17,31,120],"systems":[5,105],"have":[6,106],"been":[7],"developed":[8],"in":[9,26,78],"recent":[10],"years,":[11],"the":[12,27,43,63,80,100,134],"authors":[13],"contend":[14],"that":[15,36,84,131],"by":[16,93,141],"large,":[18],"present":[19],"mining":[20,38,65],"models":[21],"lack":[22],"human":[23],"involvement,":[24],"particularly":[25],"form":[28],"of":[29,70,99,114,136],"guidance":[30],"user":[32,81],"control.":[33],"They":[34],"believe":[35],"data":[37,103,137],"is":[39,72],"most":[40],"effective":[41],"when":[42],"computer":[44],"does":[45,48],"what":[46,57],"it":[47],"best-like":[49],"searching":[50],"large":[51],"databases":[52],"or":[53],"counting-and":[54],"users":[55],"do":[56,59],"they":[58],"best,":[60],"like":[61],"specifying":[62],"current":[64,142],"session's":[66],"focus.":[67],"This":[68],"division":[69],"labor":[71],"best":[73],"achieved":[74],"through":[75],"constraint-based":[76,119],"mining,":[77],"which":[79],"provides":[82],"restraints":[83],"guide":[85],"a":[86,95,108,125],"search.":[87],"Mining":[88],"can":[89,123],"also":[90],"be":[91],"improved":[92],"employing":[94],"multidimensional,":[96],"hierarchical":[97],"view":[98],"data.":[101],"Current":[102],"warehouse":[104],"provided":[107],"fertile":[109],"ground":[110],"for":[111],"systematic":[112],"development":[113],"this":[115],"multidimensional":[116,121],"mining.":[117],"Together,":[118],"techniques":[122],"provide":[124],"more":[126],"ad":[127],"hoc,":[128],"query-driven":[129],"process":[130],"effectively":[132],"exploits":[133],"semantics":[135],"than":[138],"those":[139],"supported":[140],"standalone":[143],"systems.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}