{"id":"https://openalex.org/W2071376492","doi":"https://doi.org/10.1177/1473871612459995","title":"Evaluating exploratory visualization systems: A user study on how clustering-based visualization systems support information seeking from large document collections","display_name":"Evaluating exploratory visualization systems: A user study on how clustering-based visualization systems support information seeking from large document collections","publication_year":2012,"publication_date":"2012-10-08","ids":{"openalex":"https://openalex.org/W2071376492","doi":"https://doi.org/10.1177/1473871612459995","mag":"2071376492"},"language":"en","primary_location":{"id":"doi:10.1177/1473871612459995","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871612459995","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/A5100454947","display_name":"Yujie Liu","orcid":"https://orcid.org/0000-0002-2372-8737"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yujie Liu","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056294184","display_name":"Scott Barlowe","orcid":"https://orcid.org/0000-0002-1139-8806"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Barlowe","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108663008","display_name":"Yaqin Feng","orcid":"https://orcid.org/0000-0001-9416-7378"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaqin Feng","raw_affiliation_strings":["Department of Mathematics and Statistics, University of North Carolina at Charlotte, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of North Carolina at Charlotte, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Yang","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030822689","display_name":"Min Jiang","orcid":"https://orcid.org/0000-0003-2228-4748"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Min Jiang","raw_affiliation_strings":["Affiliate Faculty, International Studies, Affiliate Researcher, Center for Advanced Research in the Humanities, Complex Systems Institute, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affiliate Faculty, International Studies, Affiliate Researcher, Center for Advanced Research in the Humanities, Complex Systems Institute, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9065,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87683409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"1","first_page":"25","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9951000213623047,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9697999954223633,"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":0.8666088581085205},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7597047090530396},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.6182531714439392},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5559372305870056},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5488923788070679},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5203016400337219},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5186026096343994},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.49700549244880676},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48610997200012207},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4856168329715729},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.48225170373916626},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4798007309436798},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4541643261909485},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.35578036308288574},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30897608399391174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2368306815624237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8666088581085205},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7597047090530396},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.6182531714439392},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5559372305870056},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5488923788070679},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5203016400337219},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5186026096343994},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.49700549244880676},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48610997200012207},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4856168329715729},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.48225170373916626},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4798007309436798},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4541643261909485},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.35578036308288574},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30897608399391174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2368306815624237},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1473871612459995","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871612459995","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":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1514314939","https://openalex.org/W1555783676","https://openalex.org/W1965942164","https://openalex.org/W1967395107","https://openalex.org/W1980877068","https://openalex.org/W2015953751","https://openalex.org/W2016268421","https://openalex.org/W2029310366","https://openalex.org/W2032152873","https://openalex.org/W2073433993","https://openalex.org/W2074721107","https://openalex.org/W2079533881","https://openalex.org/W2095168481","https://openalex.org/W2098226206","https://openalex.org/W2106681910","https://openalex.org/W2107983132","https://openalex.org/W2113087024","https://openalex.org/W2121996546","https://openalex.org/W2122843645","https://openalex.org/W2130736456","https://openalex.org/W2141018272","https://openalex.org/W2154701989","https://openalex.org/W2157289187","https://openalex.org/W2158685692","https://openalex.org/W2326713822","https://openalex.org/W2614914845","https://openalex.org/W4239950209"],"related_works":["https://openalex.org/W2148525144","https://openalex.org/W3157235153","https://openalex.org/W2327791771","https://openalex.org/W2238379639","https://openalex.org/W2400976661","https://openalex.org/W3022194174","https://openalex.org/W4200203496","https://openalex.org/W2013467770","https://openalex.org/W2801605877","https://openalex.org/W2112083262"],"abstract_inverted_index":{"Iterative,":[0],"opportunistic":[1],"and":[2,35,43,157],"evolving":[3],"visual":[4],"sense-making":[5],"has":[6],"been":[7,37,50],"an":[8],"important":[9],"research":[10],"topic":[11],"as":[12,70,119,121,124,142,144],"it":[13],"assists":[14],"users":[15,30,164],"in":[16,40,165],"overcoming":[17],"ever-increasing":[18],"information":[19,29],"overload.":[20],"Exploratory":[21],"visualization":[22],"systems":[23],"(EVSs)":[24],"maximize":[25],"the":[26,72,117,122,125,138,146],"amount":[27],"of":[28,57,127,168],"can":[31],"gain":[32],"through":[33],"learning":[34,74],"have":[36,49],"widely":[38],"used":[39],"scientific":[41],"discovery":[42],"decision-making":[44],"contexts.":[45],"Although":[46],"many":[47],"EVSs":[48,160],"developed":[51],"recently,":[52],"there":[53],"is":[54,109],"a":[55,85,91,101,166],"lack":[56],"general":[58,102],"guidance":[59],"on":[60,89,100],"how":[61,156],"to":[62,135],"evaluate":[63],"such":[64,69],"systems.":[65,79],"Researchers":[66],"face":[67],"challenges":[68],"understanding":[71],"cognitive":[73,112,140],"process":[75,141],"supported":[76],"by":[77],"these":[78],"In":[80],"this":[81,152],"paper,":[82],"we":[83,154],"present":[84],"formal":[86],"user":[87,118],"study":[88],"Newdle,":[90],"clustering-based":[92,159,178],"EVS":[93,105],"for":[94,104,176],"large":[95],"news":[96],"collections,":[97],"shedding":[98],"light":[99],"methodology":[103],"evaluation.":[106,128],"Our":[107],"approach":[108],"built":[110],"upon":[111],"load":[113],"theory,":[114],"which":[115],"takes":[116],"well":[120,143],"system":[123],"focus":[126],"The":[129],"carefully":[130],"designed":[131],"procedures":[132],"allow":[133],"us":[134],"thoroughly":[136],"examine":[137],"user\u2019s":[139],"control":[145],"variability":[147],"among":[148],"human":[149],"subjects.":[150],"Through":[151],"study,":[153],"analyse":[155],"why":[158],"benefit":[161],"(or":[162],"hinder)":[163],"variety":[167],"information-seeking":[169],"tasks.":[170],"We":[171],"also":[172],"summarize":[173],"leverage":[174],"points":[175],"designing":[177],"EVSs.":[179]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
