{"id":"https://openalex.org/W2952342347","doi":"https://doi.org/10.1145/3290605.3300418","title":"Ethical Dimensions of Visualization Research","display_name":"Ethical Dimensions of Visualization Research","publication_year":2019,"publication_date":"2019-04-29","ids":{"openalex":"https://openalex.org/W2952342347","doi":"https://doi.org/10.1145/3290605.3300418","mag":"2952342347"},"language":"en","primary_location":{"id":"doi:10.1145/3290605.3300418","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290605.3300418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1811.07271","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036300289","display_name":"Michael Correll","orcid":"https://orcid.org/0000-0001-7902-3907"},"institutions":[{"id":"https://openalex.org/I4210163771","display_name":"Tableau Software (United States)","ror":"https://ror.org/053v5e348","country_code":"US","type":"company","lineage":["https://openalex.org/I4210163771"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Correll","raw_affiliation_strings":["Tableau Research, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Tableau Research, Seattle, WA, USA","institution_ids":["https://openalex.org/I4210163771"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036300289"],"corresponding_institution_ids":["https://openalex.org/I4210163771"],"apc_list":null,"apc_paid":null,"fwci":7.2538,"has_fulltext":false,"cited_by_count":152,"citation_normalized_percentile":{"value":0.97678084,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.992900013923645,"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":0.992900013923645,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.983299970626831,"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/visualization","display_name":"Visualization","score":0.7602862119674683},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6989079117774963},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6210054755210876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5707444548606873},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5618736743927002},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5391554832458496},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.508499026298523},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4969830811023712},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4637468457221985},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3808223605155945},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13767322897911072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0724782943725586}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7602862119674683},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6989079117774963},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6210054755210876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5707444548606873},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5618736743927002},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5391554832458496},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.508499026298523},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4969830811023712},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4637468457221985},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3808223605155945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13767322897911072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0724782943725586},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3290605.3300418","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290605.3300418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1811.07271","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.07271","pdf_url":"https://arxiv.org/pdf/1811.07271","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1811.07271","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.07271","pdf_url":"https://arxiv.org/pdf/1811.07271","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W136679497","https://openalex.org/W169910887","https://openalex.org/W387910503","https://openalex.org/W629599117","https://openalex.org/W1021100261","https://openalex.org/W1500693574","https://openalex.org/W1514143004","https://openalex.org/W1514355910","https://openalex.org/W1545608014","https://openalex.org/W1570527893","https://openalex.org/W1601300738","https://openalex.org/W1823170511","https://openalex.org/W1895907870","https://openalex.org/W1952173784","https://openalex.org/W1966556973","https://openalex.org/W1975424506","https://openalex.org/W1985167522","https://openalex.org/W1987135115","https://openalex.org/W1988061708","https://openalex.org/W1989745301","https://openalex.org/W2005958281","https://openalex.org/W2013728941","https://openalex.org/W2035195490","https://openalex.org/W2054901814","https://openalex.org/W2057401327","https://openalex.org/W2069228960","https://openalex.org/W2070626686","https://openalex.org/W2083425820","https://openalex.org/W2089358714","https://openalex.org/W2108982845","https://openalex.org/W2110405340","https://openalex.org/W2120326355","https://openalex.org/W2127058057","https://openalex.org/W2129117379","https://openalex.org/W2132886521","https://openalex.org/W2142068257","https://openalex.org/W2143676908","https://openalex.org/W2145154883","https://openalex.org/W2148713609","https://openalex.org/W2157900633","https://openalex.org/W2159426623","https://openalex.org/W2163805179","https://openalex.org/W2171992801","https://openalex.org/W2257756289","https://openalex.org/W2276458159","https://openalex.org/W2282821441","https://openalex.org/W2307269239","https://openalex.org/W2398344594","https://openalex.org/W2398582829","https://openalex.org/W2439568532","https://openalex.org/W2476773121","https://openalex.org/W2497721881","https://openalex.org/W2503795580","https://openalex.org/W2507520421","https://openalex.org/W2513374982","https://openalex.org/W2516809705","https://openalex.org/W2517458416","https://openalex.org/W2551974706","https://openalex.org/W2571172251","https://openalex.org/W2573660794","https://openalex.org/W2582561810","https://openalex.org/W2585857961","https://openalex.org/W2587329347","https://openalex.org/W2604427747","https://openalex.org/W2611500367","https://openalex.org/W2618851150","https://openalex.org/W2753713840","https://openalex.org/W2764072425","https://openalex.org/W2765204106","https://openalex.org/W2766542544","https://openalex.org/W2766853837","https://openalex.org/W2795622273","https://openalex.org/W2795875919","https://openalex.org/W2798520127","https://openalex.org/W2883568341","https://openalex.org/W2888276855","https://openalex.org/W2888349491","https://openalex.org/W2891628559","https://openalex.org/W2892645747","https://openalex.org/W2906194767","https://openalex.org/W2912407599","https://openalex.org/W2946096838","https://openalex.org/W2953487715","https://openalex.org/W2955946435","https://openalex.org/W2962790223","https://openalex.org/W2962862931","https://openalex.org/W2963125461","https://openalex.org/W2970049903","https://openalex.org/W2979200397","https://openalex.org/W3122175177","https://openalex.org/W3123388499","https://openalex.org/W3125971892","https://openalex.org/W3146083582","https://openalex.org/W3159216642","https://openalex.org/W4226088279","https://openalex.org/W4236534960","https://openalex.org/W4255249122","https://openalex.org/W4285719527","https://openalex.org/W4292528167","https://openalex.org/W4298235707","https://openalex.org/W6712797101","https://openalex.org/W6822274259","https://openalex.org/W6983284697"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W2105200106","https://openalex.org/W4293108519","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W1938514595","https://openalex.org/W2579659702","https://openalex.org/W2147893003"],"abstract_inverted_index":{"Visualizations":[0],"have":[1,36,91],"a":[2,83],"potentially":[3],"enormous":[4],"influence":[5],"on":[6,54],"how":[7,25],"data":[8],"are":[9],"used":[10],"to":[11,29,40],"make":[12],"decisions":[13],"across":[14],"all":[15],"areas":[16,74],"of":[17,64,69,75,85,97],"human":[18],"endeavor.":[19],"However,":[20],"it":[21,38],"is":[22],"not":[23],"clear":[24],"this":[26],"power":[27],"connects":[28],"ethical":[30,79],"duties:":[31],"what":[32],"obligations":[33,88],"do":[34],"we":[35,90],"when":[37],"comes":[39],"visualizations":[41],"and":[42,51,56,67,81,95],"visual":[43],"analytics":[44],"systems,":[45],"beyond":[46],"our":[47],"duties":[48],"as":[49,92],"scientists":[50],"engineers?":[52],"Drawing":[53],"historical":[55],"contemporary":[57],"examples,":[58],"I":[59],"address":[60],"the":[61,65],"moral":[62,87],"components":[63],"design":[66],"use":[68],"visualizations,":[70],"identify":[71],"some":[72],"ongoing":[73],"visualization":[76],"research":[77],"with":[78],"dilemmas,":[80],"propose":[82],"set":[84],"additional":[86],"that":[89],"designers,":[93],"builders,":[94],"researchers":[96],"visualizations.":[98]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":5}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
