{"id":"https://openalex.org/W2155568874","doi":"https://doi.org/10.1057/palgrave.ivs.9500045","title":"A Visualization Model of Interactive Knowledge Discovery Systems and Its Implementations","display_name":"A Visualization Model of Interactive Knowledge Discovery Systems and Its Implementations","publication_year":2003,"publication_date":"2003-06-01","ids":{"openalex":"https://openalex.org/W2155568874","doi":"https://doi.org/10.1057/palgrave.ivs.9500045","mag":"2155568874"},"language":"en","primary_location":{"id":"doi:10.1057/palgrave.ivs.9500045","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.ivs.9500045","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","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/A5101142357","display_name":"Jianchao Han","orcid":null},"institutions":[{"id":"https://openalex.org/I290598920","display_name":"California State University, Dominguez Hills","ror":"https://ror.org/04pyvbw03","country_code":"US","type":"education","lineage":["https://openalex.org/I290598920"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jianchao Han","raw_affiliation_strings":["Department of Computer Science, California State University, Carson, CA, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, California State University, Carson, CA, U.S.A","institution_ids":["https://openalex.org/I290598920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569679","display_name":"Xiaohua Hu","orcid":"https://orcid.org/0000-0002-4777-3022"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohua Hu","raw_affiliation_strings":["College of Information Science and Technology, Drexel University, Philadephia, PA 19104, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Drexel University, Philadephia, PA 19104, U.S.A","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105530330","display_name":"Nick Cercone","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nick Cercone","raw_affiliation_strings":["Faculty of Computer Science, Dalhouse University, Halifax, Nova Scotia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhouse University, Halifax, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101142357"],"corresponding_institution_ids":["https://openalex.org/I290598920"],"apc_list":null,"apc_paid":null,"fwci":4.8025,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95403001,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":"2","first_page":"105","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9976000189781189,"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":0.9976000189781189,"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/T10799","display_name":"Data Visualization and Analytics","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8613172769546509},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8127410411834717},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6438969373703003},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6264756917953491},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5994558334350586},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.4986131191253662},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4985320568084717},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4968865215778351},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.494398832321167},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.48619526624679565},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.47899338603019714},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4669794738292694},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4401496350765228},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4122332036495209},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3543407917022705},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34777331352233887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3109493553638458},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10909909009933472},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08199319243431091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8613172769546509},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8127410411834717},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6438969373703003},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6264756917953491},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5994558334350586},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.4986131191253662},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4985320568084717},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4968865215778351},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.494398832321167},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.48619526624679565},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.47899338603019714},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4669794738292694},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4401496350765228},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4122332036495209},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3543407917022705},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34777331352233887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3109493553638458},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10909909009933472},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08199319243431091},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1057/palgrave.ivs.9500045","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.ivs.9500045","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W28210162","https://openalex.org/W152920516","https://openalex.org/W1496305014","https://openalex.org/W1502241097","https://openalex.org/W1516293359","https://openalex.org/W1537062386","https://openalex.org/W1553696291","https://openalex.org/W1556507321","https://openalex.org/W1594031697","https://openalex.org/W1594842724","https://openalex.org/W1596290048","https://openalex.org/W1808644423","https://openalex.org/W1940847786","https://openalex.org/W1963822838","https://openalex.org/W1987831789","https://openalex.org/W1988471114","https://openalex.org/W1992896169","https://openalex.org/W1997816453","https://openalex.org/W2000473687","https://openalex.org/W2011317649","https://openalex.org/W2013017122","https://openalex.org/W2033626294","https://openalex.org/W2039604265","https://openalex.org/W2040158750","https://openalex.org/W2045282674","https://openalex.org/W2055351791","https://openalex.org/W2063771604","https://openalex.org/W2080706130","https://openalex.org/W2083322541","https://openalex.org/W2089150881","https://openalex.org/W2120329225","https://openalex.org/W2125055259","https://openalex.org/W2136003390","https://openalex.org/W2140319639","https://openalex.org/W2166559705","https://openalex.org/W2168807180","https://openalex.org/W2334063684","https://openalex.org/W2371412012","https://openalex.org/W2394342599","https://openalex.org/W2505921950","https://openalex.org/W2610934626","https://openalex.org/W2998574808","https://openalex.org/W3085162807","https://openalex.org/W4212848460","https://openalex.org/W4298096392","https://openalex.org/W4299808815"],"related_works":["https://openalex.org/W3119469335","https://openalex.org/W3017940167","https://openalex.org/W1993779841","https://openalex.org/W2134063137","https://openalex.org/W3206856967","https://openalex.org/W2963056058","https://openalex.org/W2128652747","https://openalex.org/W64347581","https://openalex.org/W117906119","https://openalex.org/W4327885223"],"abstract_inverted_index":{"We":[0,55],"briefly":[1],"introduce":[2],"an":[3,57],"interactive":[4,23,58],"visualization":[5,59],"model,":[6,35],"RuleViz,":[7],"for":[8,108,137],"knowledge":[9],"discovery":[10],"and":[11,21,30,41,50,85,100,105,110,135,139],"data":[12,19,24,26,70,123],"mining,":[13],"which":[14,62,127],"consists":[15],"of":[16,79],"five":[17],"components:":[18],"preparation":[20],"visualization,":[22],"reduction,":[25],"preprocessing,":[27],"pattern":[28,31],"discovery,":[29],"visualization.":[32],"With":[33],"this":[34],"the":[36,74,80,106,130],"implementation":[37,43],"issues":[38],"are":[39,53,103],"considered":[40],"three":[42,94],"paradigms,":[44],"including":[45,96],"image-based":[46,75],"paradigm,":[47,49,52],"algorithm-embedded":[48],"interaction-driven":[51],"discussed.":[54],"implement":[56],"system,":[60],"AViz,":[61],"discovers":[63],"3D":[64],"numerical":[65,92,112,141],"association":[66,113,142],"rules":[67,114],"from":[68],"large":[69],"sets":[71],"based":[72],"on":[73,120],"paradigm.":[76],"The":[77],"framework":[78],"AViz":[81,131],"system":[82,132],"is":[83,88,115,125,133],"presented":[84],"each":[86],"component":[87],"explored.":[89],"To":[90],"discretize":[91],"attributes,":[93],"approaches,":[95],"equal-sized,":[97],"bin-packing-based":[98],"equal-depth,":[99],"interaction-based":[101],"approaches":[102],"proposed,":[104],"algorithm":[107],"mining":[109],"visualizing":[111,140],"developed.":[116],"Our":[117],"experimental":[118],"result":[119],"a":[121],"census":[122],"set":[124],"illustrated,":[126],"shows":[128],"that":[129],"useful":[134],"helpful":[136],"discovering":[138],"rules.":[143]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
