{"id":"https://openalex.org/W4221098204","doi":"https://doi.org/10.1177/14738716221081831","title":"Interactive visualization literacy: The state-of-the-art","display_name":"Interactive visualization literacy: The state-of-the-art","publication_year":2022,"publication_date":"2022-03-10","ids":{"openalex":"https://openalex.org/W4221098204","doi":"https://doi.org/10.1177/14738716221081831"},"language":"en","primary_location":{"id":"doi:10.1177/14738716221081831","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14738716221081831","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/A5090603644","display_name":"Elif E. F\u0131rat","orcid":"https://orcid.org/0000-0001-9497-7928"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Elif E Firat","raw_affiliation_strings":["University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067212091","display_name":"Alark Joshi","orcid":"https://orcid.org/0000-0002-3180-8075"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alark Joshi","raw_affiliation_strings":["University of San Francisco, San Francisco, UK"],"affiliations":[{"raw_affiliation_string":"University of San Francisco, San Francisco, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031570473","display_name":"Robert S. Laramee","orcid":"https://orcid.org/0000-0002-3874-6145"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert S Laramee","raw_affiliation_strings":["University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090603644"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":6.845,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.9786499,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"21","issue":"3","first_page":"285","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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/T11122","display_name":"Online Learning and Analytics","score":0.9355999827384949,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13398","display_name":"Data Analysis with R","score":0.9354000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7993904948234558},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7926152944564819},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.622678279876709},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6046704649925232},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.588317334651947},{"id":"https://openalex.org/keywords/visual-literacy","display_name":"Visual literacy","score":0.5581296682357788},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.524511456489563},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4977701008319855},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.4898754954338074},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.48184287548065186},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.47998473048210144},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37874382734298706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18579250574111938},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.11878308653831482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993904948234558},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7926152944564819},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.622678279876709},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6046704649925232},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.588317334651947},{"id":"https://openalex.org/C2778750949","wikidata":"https://www.wikidata.org/wiki/Q1156763","display_name":"Visual literacy","level":2,"score":0.5581296682357788},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.524511456489563},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4977701008319855},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.4898754954338074},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.48184287548065186},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.47998473048210144},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37874382734298706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18579250574111938},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.11878308653831482},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14738716221081831","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14738716221081831","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G1754549156","display_name":null,"funder_award_id":"EP/S010238/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3983462862","display_name":null,"funder_award_id":"EP/S010238/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1497484543","https://openalex.org/W1566378763","https://openalex.org/W1892979790","https://openalex.org/W1937349937","https://openalex.org/W2014388329","https://openalex.org/W2028822613","https://openalex.org/W2031746736","https://openalex.org/W2033943395","https://openalex.org/W2050674259","https://openalex.org/W2054788835","https://openalex.org/W2086920683","https://openalex.org/W2090789917","https://openalex.org/W2099373012","https://openalex.org/W2131896017","https://openalex.org/W2143846209","https://openalex.org/W2155290744","https://openalex.org/W2156440763","https://openalex.org/W2171892642","https://openalex.org/W2318229606","https://openalex.org/W2473298184","https://openalex.org/W2513374982","https://openalex.org/W2513780624","https://openalex.org/W2604846069","https://openalex.org/W2612492565","https://openalex.org/W2806823510","https://openalex.org/W2892512666","https://openalex.org/W2897285784","https://openalex.org/W2908979768","https://openalex.org/W2913589238","https://openalex.org/W2913693995","https://openalex.org/W2921387835","https://openalex.org/W2959413343","https://openalex.org/W2970404470","https://openalex.org/W3004794137","https://openalex.org/W3010016343","https://openalex.org/W3036709146","https://openalex.org/W3085184300","https://openalex.org/W3148829793","https://openalex.org/W3160042174","https://openalex.org/W3197405043","https://openalex.org/W4231092469","https://openalex.org/W4235806039","https://openalex.org/W4243844990","https://openalex.org/W4244392967","https://openalex.org/W4299581396"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W2020974618","https://openalex.org/W2151177154","https://openalex.org/W2148525144","https://openalex.org/W4295118869","https://openalex.org/W2765873974","https://openalex.org/W2013467770","https://openalex.org/W4246764483","https://openalex.org/W2138584026","https://openalex.org/W2156440763"],"abstract_inverted_index":{"With":[0],"the":[1,26,32,79,113,116,123,171],"advent":[2],"of":[3,20,28,34,105,112,122,131,173],"novel":[4,71,139],"visualization":[5,12,41,63,89,174],"techniques":[6,126],"to":[7,134,143,153],"convey":[8],"complex":[9],"information,":[10],"data":[11,72],"literacy":[13,21,42,64],"is":[14,78],"growing":[15],"in":[16,52,128,170],"importance.":[17],"Two":[18],"facets":[19],"are":[22],"user":[23],"understanding":[24],"and":[25,46,58,102,108,147,166],"discovery":[27],"visual":[29],"patterns":[30],"with":[31,84],"help":[33],"graphical":[35],"representations.":[36,73],"The":[37],"research":[38,61,95,132],"literature":[39,107],"on":[40,62,87],"provides":[43,119],"useful":[44],"guidance":[45],"important":[47],"opportunities":[48],"for":[49,163],"further":[50],"studies":[51],"this":[53,77,129],"field.":[54],"This":[55,156],"survey":[56,82,157],"examines":[57],"classifies":[59],"prior":[60],"that":[65,100,150],"analyzes":[66],"how":[67],"well":[68],"users":[69],"understand":[70],"To":[74],"our":[75],"knowledge,":[76],"first":[80],"comprehensive":[81],"paper":[83],"a":[85,160],"focus":[86],"interactive":[88],"literacy.":[90,175],"We":[91],"categorize":[92],"existing":[93],"relevant":[94],"into":[96],"unique":[97],"subject":[98],"groups":[99],"facilitate":[101],"inform":[103],"comparisons":[104],"related":[106],"provide":[109],"an":[110,120],"overview":[111,121],"same.":[114],"Additionally,":[115],"survey/classification":[117],"also":[118],"various":[124],"evaluation":[125],"used":[127],"field":[130],"due":[133],"their":[135],"challenging":[136],"nature.":[137],"Our":[138],"classification":[140],"enables":[141],"researchers":[142,168],"find":[144],"both":[145,164],"mature":[146],"unexplored":[148],"directions":[149],"may":[151],"lead":[152],"future":[154],"work.":[155],"serves":[158],"as":[159],"valuable":[161],"resource":[162],"beginners":[165],"experienced":[167],"interested":[169],"topic":[172]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":7}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}