{"id":"https://openalex.org/W2994650581","doi":"https://doi.org/10.1109/visual.2019.8933611","title":"Toward a Design Space for Mitigating Cognitive Bias in Vis","display_name":"Toward a Design Space for Mitigating Cognitive Bias in Vis","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2994650581","doi":"https://doi.org/10.1109/visual.2019.8933611","mag":"2994650581"},"language":"en","primary_location":{"id":"doi:10.1109/visual.2019.8933611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/visual.2019.8933611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Visualization Conference (VIS)","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/A5010499463","display_name":"Emily Wall","orcid":"https://orcid.org/0000-0003-4568-0698"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Wall","raw_affiliation_strings":["Georgia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082668404","display_name":"John Stasko","orcid":"https://orcid.org/0000-0003-4129-7659"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Stasko","raw_affiliation_strings":["Georgia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064306421","display_name":"Alex Endert","orcid":"https://orcid.org/0000-0002-6914-610X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Endert","raw_affiliation_strings":["Georgia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.9397,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.96961837,"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":"111","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9746000170707703,"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":0.5583422780036926},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4893905520439148},{"id":"https://openalex.org/keywords/cognitive-bias","display_name":"Cognitive bias","score":0.4656226336956024},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.435702919960022},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3752974271774292},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.253476083278656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5583422780036926},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4893905520439148},{"id":"https://openalex.org/C189216375","wikidata":"https://www.wikidata.org/wiki/Q1127759","display_name":"Cognitive bias","level":3,"score":0.4656226336956024},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.435702919960022},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3752974271774292},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.253476083278656},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/visual.2019.8933611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/visual.2019.8933611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Visualization Conference (VIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W394160670","https://openalex.org/W1602715654","https://openalex.org/W1750637798","https://openalex.org/W1971781829","https://openalex.org/W1975411458","https://openalex.org/W1982953486","https://openalex.org/W1988027382","https://openalex.org/W1990293817","https://openalex.org/W1997098600","https://openalex.org/W2035782089","https://openalex.org/W2037909550","https://openalex.org/W2041593403","https://openalex.org/W2059216172","https://openalex.org/W2075585362","https://openalex.org/W2088480602","https://openalex.org/W2096452841","https://openalex.org/W2105552354","https://openalex.org/W2117470435","https://openalex.org/W2124293601","https://openalex.org/W2131340804","https://openalex.org/W2151122362","https://openalex.org/W2155822737","https://openalex.org/W2158195849","https://openalex.org/W2163574209","https://openalex.org/W2183160814","https://openalex.org/W2300753645","https://openalex.org/W2337831406","https://openalex.org/W2488113179","https://openalex.org/W2517458416","https://openalex.org/W2580299352","https://openalex.org/W2753426599","https://openalex.org/W2753766497","https://openalex.org/W2759939602","https://openalex.org/W2795915595","https://openalex.org/W2888349491","https://openalex.org/W2891451635","https://openalex.org/W2892617864","https://openalex.org/W2893654120","https://openalex.org/W2906194767","https://openalex.org/W2906640975","https://openalex.org/W2941117495","https://openalex.org/W2969860996","https://openalex.org/W4242372420","https://openalex.org/W4247730801","https://openalex.org/W4294115107","https://openalex.org/W6613613999","https://openalex.org/W6684086313","https://openalex.org/W6686510638","https://openalex.org/W6744325303","https://openalex.org/W6744779868","https://openalex.org/W6750442113"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W1995042155"],"abstract_inverted_index":{"The":[0,40],"use":[1,42],"of":[2,43,57,72,88],"cognitive":[3,24,80,99,127],"heuristics":[4],"often":[5],"leads":[6],"to":[7,20,78,95,117],"fast":[8],"and":[9,17,50,100,103,119],"effective":[10],"decisions.":[11],"However,":[12],"they":[13],"can":[14,92,114],"also":[15],"systematically":[16],"predictably":[18],"lead":[19],"errors":[21],"known":[22],"as":[23],"biases.":[25,81],"Strategies":[26],"for":[27,48],"minimizing":[28],"or":[29],"mitigating":[30],"these":[31],"biases,":[32],"however,":[33],"remain":[34],"largely":[35],"non-technological":[36],"(e.g.,":[37],"training":[38],"courses).":[39],"growing":[41],"visual":[44],"analytic":[45,101],"(VA)":[46],"tools":[47],"analysis":[49],"decision":[51],"making":[52],"enables":[53],"a":[54,84,97],"new":[55],"class":[56],"bias":[58],"mitigation":[59],"strategies.":[60],"In":[61],"this":[62],"work,":[63],"we":[64],"explore":[65],"the":[66,70],"ways":[67],"in":[68],"which":[69],"design":[71,85,112],"visualizations":[73],"(vis)":[74],"may":[75,125],"be":[76,93,115],"used":[77,116],"mitigate":[79],"We":[82],"derive":[83],"space":[86,113],"comprised":[87],"8":[89],"dimensions":[90],"that":[91,124],"manipulated":[94],"impact":[96],"user\u2019s":[98],"processes":[102,128],"describe":[104],"them":[105],"through":[106],"an":[107],"example":[108],"hiring":[109],"scenario.":[110],"This":[111],"guide":[118],"inform":[120],"future":[121],"vis":[122],"systems":[123],"integrate":[126],"more":[129],"closely.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
