{"id":"https://openalex.org/W3187134381","doi":"https://doi.org/10.1109/tvcg.2021.3114862","title":"Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases","display_name":"Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases","publication_year":2021,"publication_date":"2021-10-02","ids":{"openalex":"https://openalex.org/W3187134381","doi":"https://doi.org/10.1109/tvcg.2021.3114862","mag":"3187134381","pmid":"https://pubmed.ncbi.nlm.nih.gov/34596548"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2021.3114862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3114862","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2108.03536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Emily Wall","orcid":null},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Wall","raw_affiliation_strings":["Emory University, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emory University, US","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arpit Narechania","orcid":null},"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":"Arpit Narechania","raw_affiliation_strings":["Georgia Tech, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech, US","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Adam Coscia","orcid":null},"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":"Adam Coscia","raw_affiliation_strings":["Georgia Tech, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech, US","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jamal Paden","orcid":null},"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":"Jamal Paden","raw_affiliation_strings":["Georgia Tech, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech, US","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":null,"display_name":"Alex Endert","orcid":null},"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, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech, US","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9405,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.88161481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"28","issue":"1","first_page":"966","last_page":"975"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9921000003814697,"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":0.9921000003814697,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8403000235557556},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5666999816894531},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4812000095844269},{"id":"https://openalex.org/keywords/summative-assessment","display_name":"Summative assessment","score":0.48100000619888306},{"id":"https://openalex.org/keywords/cognitive-bias","display_name":"Cognitive bias","score":0.44670000672340393},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4097999930381775},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.3912999927997589},{"id":"https://openalex.org/keywords/interaction-design","display_name":"Interaction design","score":0.3779999911785126}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8403000235557556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7013000249862671},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5666999816894531},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4812000095844269},{"id":"https://openalex.org/C152747807","wikidata":"https://www.wikidata.org/wiki/Q1854913","display_name":"Summative assessment","level":3,"score":0.48100000619888306},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4553000032901764},{"id":"https://openalex.org/C189216375","wikidata":"https://www.wikidata.org/wiki/Q1127759","display_name":"Cognitive bias","level":3,"score":0.44670000672340393},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4138000011444092},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4097999930381775},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.3912999927997589},{"id":"https://openalex.org/C13854087","wikidata":"https://www.wikidata.org/wiki/Q1061656","display_name":"Interaction design","level":2,"score":0.3779999911785126},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3736000061035156},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C2987082051","wikidata":"https://www.wikidata.org/wiki/Q223642","display_name":"Human interaction","level":2,"score":0.3564999997615814},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.3513999879360199},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.3400999903678894},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C150420422","wikidata":"https://www.wikidata.org/wiki/Q5141238","display_name":"Cognitive resource theory","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.27619999647140503},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.26510000228881836},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.2515000104904175}],"mesh":[{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063507","descriptor_name":"Sexism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063507","descriptor_name":"Sexism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063507","descriptor_name":"Sexism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/tvcg.2021.3114862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3114862","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:34596548","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34596548","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:arXiv.org:2108.03536","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.03536","pdf_url":"https://arxiv.org/pdf/2108.03536","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"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-145996","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-145996","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2108.03536","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.03536","pdf_url":"https://arxiv.org/pdf/2108.03536","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":[],"awards":[{"id":"https://openalex.org/G1506069811","display_name":null,"funder_award_id":"IIS-1813281","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1528702458","https://openalex.org/W1981357072","https://openalex.org/W1990401068","https://openalex.org/W2009437443","https://openalex.org/W2083922075","https://openalex.org/W2084335597","https://openalex.org/W2096016260","https://openalex.org/W2105552354","https://openalex.org/W2120368989","https://openalex.org/W2131340804","https://openalex.org/W2148504035","https://openalex.org/W2157581667","https://openalex.org/W2296463440","https://openalex.org/W2300753645","https://openalex.org/W2416272719","https://openalex.org/W2488113179","https://openalex.org/W2513374982","https://openalex.org/W2517458416","https://openalex.org/W2751787250","https://openalex.org/W2769358515","https://openalex.org/W2888349491","https://openalex.org/W2891451635","https://openalex.org/W2893654120","https://openalex.org/W2894489452","https://openalex.org/W2894490168","https://openalex.org/W2954275542","https://openalex.org/W2994650581","https://openalex.org/W3123223998","https://openalex.org/W4229573723","https://openalex.org/W4231165370","https://openalex.org/W4247730801","https://openalex.org/W4292157289","https://openalex.org/W6613613999","https://openalex.org/W6755049740","https://openalex.org/W6757119458","https://openalex.org/W6757613135","https://openalex.org/W6767394201","https://openalex.org/W6783176065","https://openalex.org/W6799522712","https://openalex.org/W7053477242"],"related_works":[],"abstract_inverted_index":{"Human":[0],"biases":[1,27,67],"impact":[2],"the":[3,34,99,102,120,126,130,145,182,208,228],"way":[4],"people":[5],"analyze":[6],"data":[7,52,94],"and":[8,24,54,107,139],"make":[9],"decisions.":[10],"Recent":[11],"work":[12,157],"has":[13,58,104,115],"shown":[14],"that":[15,30,68,101,250],"some":[16,247],"visualization":[17,84],"designs":[18],"can":[19,61,258],"better":[20],"support":[21,249],"cognitive":[22,26],"processes":[23],"mitigate":[25,65],"(i.e.,":[28,50],"errors":[29],"occur":[31],"due":[32],"to":[33,64,125,143,167,175,221,235],"use":[35],"of":[36,76,122,129,136,147,171,185,210,230,261],"mental":[37],"\"shortcuts\").":[38],"In":[39],"this":[40,156,211],"work,":[41],"we":[42,86,245],"explore":[43],"how":[44],"visualizing":[45],"a":[46,56,109,113,134,140,159,169,177,215,255],"user's":[47],"interaction":[48,88,148,231,237,251],"history":[49,89,149,232],"which":[51,163],"points":[53,97],"attributes":[55],"user":[57,103,123],"interacted":[59,105],"with)":[60],"be":[62],"used":[63],"potential":[66,262],"drive":[69,202],"decision":[70,114,217,242],"making":[71,218],"by":[72,213],"promoting":[73],"conscious":[74],"reflection":[75],"one's":[77,203],"analysis":[78,204],"process.":[79,205],"Given":[80],"an":[81],"interactive":[82],"scatterplot-based":[83],"tool,":[85],"showed":[87],"in":[90,98,108,158,162,181,254],"real-time":[91],"while":[92],"exploring":[93],"(by":[95,118],"coloring":[96],"scatterplot":[100],"with),":[106],"summative":[110,256],"format":[111],"after":[112,189],"been":[116],"made":[117],"comparing":[119],"distribution":[121,128],"interactions":[124],"underlying":[127],"data).":[131],"We":[132,154,206],"conducted":[133],"series":[135],"in-lab":[137],"experiments":[138],"crowd-sourced":[141],"experiment":[142],"evaluate":[144],"effectiveness":[146,229],"interventions":[150],"toward":[151,239],"mitigating":[152,240],"bias.":[153],"contextualized":[155],"political":[160,198],"scenario":[161,219],"participants":[164],"were":[165],"instructed":[166],"choose":[168],"committee":[170],"10":[172],"fictitious":[173],"politicians":[174],"review":[176],"recent":[178],"bill":[179],"passed":[180],"U.S.":[183],"state":[184],"Georgia":[186],"banning":[187],"abortion":[188],"6":[190],"weeks,":[191],"where":[192],"things":[193],"like":[194],"gender":[195],"bias":[196,200],"or":[197],"party":[199],"may":[201],"demonstrate":[207],"generalizability":[209],"approach":[212],"evaluating":[214],"second":[216],"related":[220],"movies.":[222],"Our":[223],"results":[224],"are":[225],"inconclusive":[226],"for":[227],"(henceforth":[233],"referred":[234],"as":[236],"traces)":[238],"biased":[241],"making.":[243],"However,":[244],"find":[246],"mixed":[248],"traces,":[252],"particularly":[253],"format,":[257],"increase":[259],"awareness":[260],"unconscious":[263],"biases.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-08-16T00:00:00"}
