{"id":"https://openalex.org/W2106483748","doi":"https://doi.org/10.1145/1031171.1031233","title":"ClusterMap","display_name":"ClusterMap","publication_year":2004,"publication_date":"2004-11-13","ids":{"openalex":"https://openalex.org/W2106483748","doi":"https://doi.org/10.1145/1031171.1031233","mag":"2106483748"},"language":"en","primary_location":{"id":"doi:10.1145/1031171.1031233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1031171.1031233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the thirteenth ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002572745","display_name":"Keke Chen","orcid":"https://orcid.org/0000-0002-9996-156X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keke Chen","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA","Georgia Institute of Technology Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343991","display_name":"Ling Liu","orcid":"https://orcid.org/0000-0002-4138-3082"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ling Liu","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA","Georgia Institute of Technology Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9995999932289124,"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/T11106","display_name":"Data Management and Algorithms","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7924196720123291},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7898149490356445},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7392207980155945},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6227759122848511},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48962146043777466},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.48462995886802673},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47144994139671326},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4550709128379822},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.4209398627281189},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3389911651611328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7924196720123291},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7898149490356445},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7392207980155945},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6227759122848511},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48962146043777466},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.48462995886802673},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47144994139671326},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4550709128379822},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.4209398627281189},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3389911651611328},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1031171.1031233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1031171.1031233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the thirteenth ACM international conference on Information and knowledge management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W519944","https://openalex.org/W771109056","https://openalex.org/W1633659671","https://openalex.org/W1660133578","https://openalex.org/W1673310716","https://openalex.org/W1971784203","https://openalex.org/W1992419399","https://openalex.org/W2015562474","https://openalex.org/W2024668293","https://openalex.org/W2055229738","https://openalex.org/W2067109353","https://openalex.org/W2095897464","https://openalex.org/W2115791769","https://openalex.org/W2116044718","https://openalex.org/W2121838365","https://openalex.org/W2125564169","https://openalex.org/W2131687179","https://openalex.org/W2132626343","https://openalex.org/W2141585940","https://openalex.org/W2145265950","https://openalex.org/W2155703469","https://openalex.org/W2158312857","https://openalex.org/W2160642098","https://openalex.org/W2166933393","https://openalex.org/W2171034893","https://openalex.org/W2978337448","https://openalex.org/W3022700673","https://openalex.org/W4247105055","https://openalex.org/W4249972711","https://openalex.org/W4285719527","https://openalex.org/W6677322329","https://openalex.org/W6770641979"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W1517524280","https://openalex.org/W4323520239"],"abstract_inverted_index":{"With":[0],"the":[1,58,63,72,75,84,107,133,139,146,150,155,160,164,183],"rapid":[2],"increase":[3],"of":[4,135],"data":[5,19],"in":[6,18,55,110],"many":[7],"areas,":[8],"clustering":[9,59,86],"on":[10,31,37,143],"large":[11,32,77,151],"datasets":[12,33],"has":[13],"become":[14],"an":[15],"important":[16],"problem":[17],"analysis.":[20],"Since":[21,57],"cluster":[22,29,50,104,161,174],"analysis":[51],"is":[24,52,90],"a":[25,38,44,119],"highly":[26],"iterative":[27,49],"process,":[28],"prefers":[34],"short":[35],"iteration":[36],"relatively":[39],"small":[40,64],"representative":[41,65],"set.":[42],"Thus,":[43],"two-phase":[45],"framework":[46],"sampling/summarization":[47],"-":[48],"often":[53,91],"applied":[54],"practice.":[56],"result":[60,73,168],"only":[61],"labels":[62,162],"set,":[66],"there":[67],"are":[68,80,106],"problems":[69,109,116],"with":[70,124,177],"extending":[71,89,103],"to":[74,122,153,182],"entire":[76,165],"dataset,":[78],"which":[79],"almost":[81],"ignored":[82],"by":[83],"traditional":[85],"research.":[87],"This":[88,127],"named":[92],"as":[93],"labeling":[94,185],"process.":[95],"Labeling":[96],"irregular":[97],"shaped":[98],"clusters,":[99],"distinguishing":[100],"outliers":[101],"and":[102,117,137,158],"boundary":[105,156],"main":[108],"this":[111,144],"stage.":[112],"We":[113],"address":[114],"these":[115],"propose":[118],"visualization-based":[120],"approach":[121,128],"dealing":[123],"them":[125],"precisely.":[126],"partially":[129],"involves":[130],"human":[131],"into":[132],"process":[134],"defining":[136],"refining":[138],"structure":[140],"ClusterMap.":[141],"Based":[142],"structure,":[145],"ClusterMap":[147,171],"algorithm":[148],"scans":[149],"dataset":[152],"adapt":[154],"extension":[157],"generate":[159],"for":[163],"dataset.":[166],"Experimental":[167],"shows":[169],"that":[170],"can":[172],"preserve":[173],"quality":[175],"considerably":[176],"low":[178],"computational":[179],"cost,":[180],"compared":[181],"distance-comparison-based":[184],"algorithms.":[186]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
