{"id":"https://openalex.org/W2071949039","doi":"https://doi.org/10.1109/vast.2010.5649078","title":"The state of visual analytics: Views on what visual analytics is and where it is going","display_name":"The state of visual analytics: Views on what visual analytics is and where it is going","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2071949039","doi":"https://doi.org/10.1109/vast.2010.5649078","mag":"2071949039"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2010.5649078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2010.5649078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Symposium on Visual Analytics Science and Technology","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/A5042348675","display_name":"Richard May","orcid":"https://orcid.org/0000-0001-7186-404X"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard May","raw_affiliation_strings":["Pacific Northwest National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018111215","display_name":"Pat Hanrahan","orcid":"https://orcid.org/0000-0002-3474-9752"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Hanrahan","raw_affiliation_strings":["Stanford University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel A. Keim","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052623072","display_name":"Ben Shneiderman","orcid":"https://orcid.org/0000-0002-8298-1097"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Shneiderman","raw_affiliation_strings":["University of Maryland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109551977","display_name":"Stuart Card","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stuart Card","raw_affiliation_strings":["PARC and Stanford University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PARC and Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5439,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.62752983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9976999759674072,"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":0.9976999759674072,"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/T13979","display_name":"Communication and COVID-19 Impact","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13496","display_name":"Advertising and Communication Studies","score":0.9376000165939331,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.8767414689064026},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.8608108162879944},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7371095418930054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6218690276145935},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.612064003944397},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6060891151428223},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5714660286903381},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.5151563882827759},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.44885632395744324},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4202457070350647},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.25345855951309204},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21748340129852295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14285865426063538}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.8767414689064026},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.8608108162879944},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7371095418930054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6218690276145935},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.612064003944397},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6060891151428223},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5714660286903381},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.5151563882827759},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.44885632395744324},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4202457070350647},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.25345855951309204},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21748340129852295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14285865426063538},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0},{"id":"https://openalex.org/C162005631","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Data Web","level":3,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vast.2010.5649078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2010.5649078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Symposium on Visual Analytics Science and Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2167937298","https://openalex.org/W2153940791","https://openalex.org/W2116412677","https://openalex.org/W2518957967","https://openalex.org/W2744288354","https://openalex.org/W3023517071","https://openalex.org/W2181391231","https://openalex.org/W2229630036","https://openalex.org/W1984700945","https://openalex.org/W4283652826"],"abstract_inverted_index":{"In":[0],"the":[1,5,33,42,70,75,99,108,143,146,195,205,214,224],"2005":[2],"publication":[3],"\"Illuminating":[4],"Path\"":[6],"visual":[7,20,30,38,95,119,152,171],"analytics":[8,31,39,96,120,153,172],"was":[9],"defined":[10],"as":[11],"\"the":[12],"science":[13],"of":[14,24,61,102,135,151,160,194,204,227],"analytical":[15],"reasoning":[16],"facilitated":[17],"by":[18,67,107],"interactive":[19],"interfaces.\"":[21],"A":[22],"lot":[23],"work":[25],"has":[26],"been":[27],"done":[28],"in":[29,41,98,125,129],"over":[32],"intervening":[34],"five":[35],"years.":[36],"While":[37],"started":[40],"United":[43],"States":[44],"with":[45,57],"a":[46,53,58,130,185,201,211,219],"focus":[47],"on":[48,117,145,170,174,213,223],"security,":[49],"it":[50,176,179],"is":[51,65,121,138,197],"now":[52],"worldwide":[54],"research":[55,103],"agenda":[56],"broad":[59],"range":[60],"application":[62],"domains.":[63],"This":[64,111],"evidenced":[66],"efforts":[68],"like":[69],"European":[71],"VisMaster":[72],"program":[73],"and":[74,79,93,104,122,148,154,182,216,229],"upcoming":[76],"Visual":[77],"Analytics":[78],"Knowledge":[80],"Discovery":[81],"(VAKD)":[82],"workshop,":[83],"just":[84],"to":[85,139,158,199,209,217],"name":[86],"two.There":[87],"are":[88],"still":[89],"questions":[90],"concerning":[91],"where":[92],"how":[94],"fits":[97],"large":[100],"body":[101],"applications":[105],"represented":[106],"VisWeek":[109],"community.":[110],"panel":[112,137],"will":[113,166],"present":[114],"distinct":[115],"viewpoints":[116],"what":[118,175,178],"its":[123,155],"role":[124,156],"understanding":[126],"complex":[127,131],"information":[128],"world.":[132],"The":[133,192],"goal":[134],"this":[136],"engender":[140],"discussion":[141],"from":[142],"audience":[144],"emergence":[147],"continued":[149],"advancement":[150],"relative":[157],"fields":[159],"related":[161],"research.":[162],"Four":[163],"distinguished":[164],"panelists":[165],"provide":[167,218],"their":[168],"perspective":[169,221],"focusing":[173],"is,":[177],"should":[180],"be,":[181],"thoughts":[183],"about":[184],"development":[186],"path":[187],"between":[188],"these":[189],"two":[190],"states.":[191],"purpose":[193],"presentations":[196],"not":[198],"give":[200,210],"critical":[202],"review":[203,212],"literature":[206],"but":[207],"rather":[208],"field":[215],"contextual":[220],"based":[222],"panelists'":[225],"years":[226],"experience":[228],"accumulated":[230],"knowledge.":[231]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}