{"id":"https://openalex.org/W4252087024","doi":"https://doi.org/10.1109/visual.2005.1532781","title":"The Value of Visualization","display_name":"The Value of Visualization","publication_year":2006,"publication_date":"2006-10-11","ids":{"openalex":"https://openalex.org/W4252087024","doi":"https://doi.org/10.1109/visual.2005.1532781"},"language":"en","primary_location":{"id":"doi:10.1109/visual.2005.1532781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/visual.2005.1532781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"VIS 05. IEEE Visualization, 2005.","raw_type":"proceedings-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/A5051025031","display_name":"Jarke J. van Wijk","orcid":"https://orcid.org/0000-0002-5128-976X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"J.J. van Wijk","raw_affiliation_strings":["Department Mathematics and Computer Science, Technische Universiteit Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department Mathematics and Computer Science, Technische Universiteit Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051025031"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":5.9929,"has_fulltext":false,"cited_by_count":139,"citation_normalized_percentile":{"value":0.96974059,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/visualization","display_name":"Visualization","score":0.9539243578910828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6818028688430786},{"id":"https://openalex.org/keywords/judgement","display_name":"Judgement","score":0.5713139772415161},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.5465573668479919},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.534563422203064},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.511011004447937},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4779084622859955},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.47104644775390625},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4409198760986328},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3500470221042633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22636568546295166},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10052251815795898},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08296102285385132},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07300260663032532}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.9539243578910828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6818028688430786},{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.5713139772415161},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.5465573668479919},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.534563422203064},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.511011004447937},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4779084622859955},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.47104644775390625},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4409198760986328},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3500470221042633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22636568546295166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10052251815795898},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08296102285385132},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07300260663032532},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/visual.2005.1532781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/visual.2005.1532781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"VIS 05. IEEE Visualization, 2005.","raw_type":"proceedings-article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/70242acd-4e4a-4427-9af9-e84086d72b30","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/70242acd-4e4a-4427-9af9-e84086d72b30","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings IEEE Visualization 2005, 79 - 86","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W650294878","https://openalex.org/W1551726322","https://openalex.org/W1594453896","https://openalex.org/W1735790193","https://openalex.org/W1823329909","https://openalex.org/W1998509299","https://openalex.org/W2007120048","https://openalex.org/W2034070517","https://openalex.org/W2073470731","https://openalex.org/W2094468738","https://openalex.org/W2098469281","https://openalex.org/W2102057027","https://openalex.org/W2106814120","https://openalex.org/W2111263072","https://openalex.org/W2132881639","https://openalex.org/W2144937933","https://openalex.org/W2147468287","https://openalex.org/W2159996805","https://openalex.org/W2167196980","https://openalex.org/W2315600194","https://openalex.org/W3145400876","https://openalex.org/W4238830249","https://openalex.org/W4240289972","https://openalex.org/W4245891287","https://openalex.org/W4250411249","https://openalex.org/W6633136263","https://openalex.org/W6635668259","https://openalex.org/W6638536343","https://openalex.org/W6657519896","https://openalex.org/W6708436123","https://openalex.org/W6841554303","https://openalex.org/W7053628021"],"related_works":["https://openalex.org/W1574055964","https://openalex.org/W2104025928","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W2147893003","https://openalex.org/W3003759491","https://openalex.org/W2579659702","https://openalex.org/W2105200106","https://openalex.org/W1938514595"],"abstract_inverted_index":{"The":[0],"field":[1],"of":[2,26,31,60,70,82,96,103,113,119,122,128,131],"visualization":[3,32,47,71,83,97,149,155],"is":[4,33,54,65,72,84],"getting":[5],"mature.":[6],"Many":[7],"problems":[8],"have":[9],"been":[10],"solved,":[11],"and":[12,29,77,86,88,110,133,152,165],"new":[13],"directions":[14,167],"are":[15,90,98,137,139,150,168],"sought":[16],"for.":[17],"In":[18,49],"order":[19],"to":[20,56],"make":[21],"good":[22,46],"choices,":[23],"an":[24,52,157],"understanding":[25,134],"the":[27,58,68,101,111,120,123,126],"purpose":[28],"meaning":[30],"needed.":[34],"Especially,":[35],"it":[36],"would":[37],"be":[38],"nice":[39],"if":[40],"we":[41],"could":[42],"assess":[43],"what":[44],"a":[45,161],"is.":[48],"this":[50],"paper":[51],"attempt":[53],"made":[55],"determine":[57],"value":[59,69],"visualization.":[61],"A":[62],"technological":[63],"viewpoint":[64],"adopted,":[66],"where":[67],"measured":[73],"based":[74],"on":[75,148],"effectiveness":[76],"efficiency.":[78],"An":[79],"economic":[80],"model":[81,124],"presented,":[85],"benefits":[87],"costs":[89],"established.":[91],"Next,":[92],"consequences":[93],"(brand":[94],"limitations":[95],"discussed":[99],"(including":[100],"use":[102,121],"alternative":[104,146],"methods,":[105],"high":[106],"initial":[107],"costs,":[108],"subjective/less,":[109],"role":[112],"interaction),":[114],"as":[115,117,156,160],"well":[116],"examples":[118],"for":[125],"judgement":[127],"existing":[129],"classes":[130],"methods":[132],"why":[135],"they":[136],"or":[138,159],"not":[140],"used":[141],"in":[142],"practice.":[143],"Furthermore,":[144],"two":[145],"views":[147],"presented":[151],"discussed:":[153],"viewing":[154],"art":[158],"scientific":[162],"discipline.":[163],"Implications":[164],"future":[166],"identified.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
