{"id":"https://openalex.org/W4399917655","doi":"https://doi.org/10.1145/3635636.3664622","title":"Creative Explainable AI Tools to Understand Algorithmic Decision-Making","display_name":"Creative Explainable AI Tools to Understand Algorithmic Decision-Making","publication_year":2024,"publication_date":"2024-06-22","ids":{"openalex":"https://openalex.org/W4399917655","doi":"https://doi.org/10.1145/3635636.3664622"},"language":"en","primary_location":{"id":"doi:10.1145/3635636.3664622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3635636.3664622","pdf_url":null,"source":{"id":"https://openalex.org/S4306418137","display_name":"Creativity and Cognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creativity and Cognition","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103238276","display_name":"Maalvika Bhat","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maalvika Bhat","raw_affiliation_strings":["Northwestern University, United States"],"raw_orcid":"https://orcid.org/0009-0003-3105-8053","affiliations":[{"raw_affiliation_string":"Northwestern University, United States","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103238276"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":2.1296,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88961565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9848999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.625078558921814},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5208916664123535},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.502368688583374},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4630598723888397},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.41392266750335693},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37551793456077576},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3587428331375122},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.35701173543930054},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3375371992588043},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22087734937667847},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1646328866481781},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.09248992800712585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.625078558921814},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5208916664123535},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.502368688583374},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4630598723888397},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41392266750335693},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37551793456077576},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3587428331375122},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.35701173543930054},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3375371992588043},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22087734937667847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1646328866481781},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.09248992800712585},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3635636.3664622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3635636.3664622","pdf_url":null,"source":{"id":"https://openalex.org/S4306418137","display_name":"Creativity and Cognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creativity and Cognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"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":57,"referenced_works":["https://openalex.org/W39217811","https://openalex.org/W219375404","https://openalex.org/W1483870316","https://openalex.org/W1507769851","https://openalex.org/W1973593793","https://openalex.org/W1977995219","https://openalex.org/W2029171484","https://openalex.org/W2077899520","https://openalex.org/W2084944215","https://openalex.org/W2145023731","https://openalex.org/W2249595199","https://openalex.org/W2263936035","https://openalex.org/W2531099434","https://openalex.org/W2533214323","https://openalex.org/W2795530988","https://openalex.org/W2888723145","https://openalex.org/W2942109571","https://openalex.org/W2947857416","https://openalex.org/W2952249708","https://openalex.org/W2953923985","https://openalex.org/W2963037989","https://openalex.org/W2965058023","https://openalex.org/W2981731882","https://openalex.org/W2999637955","https://openalex.org/W3010962243","https://openalex.org/W3021941048","https://openalex.org/W3030508559","https://openalex.org/W3041282074","https://openalex.org/W3041644580","https://openalex.org/W3046439370","https://openalex.org/W3099680769","https://openalex.org/W3103751997","https://openalex.org/W3152643661","https://openalex.org/W3153009291","https://openalex.org/W3164011142","https://openalex.org/W3173721282","https://openalex.org/W3175422852","https://openalex.org/W3191661535","https://openalex.org/W3198212763","https://openalex.org/W3199263016","https://openalex.org/W3203312198","https://openalex.org/W4206371822","https://openalex.org/W4210320858","https://openalex.org/W4213332867","https://openalex.org/W4283369407","https://openalex.org/W4283385132","https://openalex.org/W4284891135","https://openalex.org/W4285419308","https://openalex.org/W4293586167","https://openalex.org/W4301934771","https://openalex.org/W4307217168","https://openalex.org/W4323526450","https://openalex.org/W4366597241","https://openalex.org/W4382517599","https://openalex.org/W4383679931","https://openalex.org/W6695661434","https://openalex.org/W6819083493"],"related_works":["https://openalex.org/W2381393187","https://openalex.org/W2332779545","https://openalex.org/W2358060160","https://openalex.org/W2035483685","https://openalex.org/W1969764885","https://openalex.org/W596947562","https://openalex.org/W2793937822","https://openalex.org/W2790817834","https://openalex.org/W2220552745","https://openalex.org/W2777605427"],"abstract_inverted_index":{"This":[0,134],"doctoral":[1],"research":[2],"aims":[3],"to":[4,5,14,51],"design":[6,50],"interactive":[7],"Explainable":[8],"AI":[9,19,53,86,129,137],"(XAI)":[10],"tools":[11,27],"in":[12,62,79,84],"response":[13],"the":[15,74],"challenge":[16],"of":[17],"fostering":[18],"literacy":[20,138],"among":[21],"adults":[22],"without":[23],"technical":[24],"expertise.":[25],"The":[26],"developed":[28],"thus":[29],"far":[30],"focus":[31],"on":[32,43],"edge":[33],"detection,":[34],"confidence":[35,83],"thresholds,":[36],"and":[37,39,48,55,66,82,93,99,126,139,145],"sensitivity,":[38],"were":[40],"designed":[41],"based":[42],"principles":[44,142],"from":[45],"learning":[46],"sciences":[47],"user-centered":[49],"make":[52],"accessible":[54],"ethically":[56],"reflective.":[57],"My":[58],"efforts":[59],"have":[60],"resulted":[61],"successful":[63],"design,":[64],"implementation,":[65],"preliminary":[67],"evaluation.":[68],"Conducted":[69],"with":[70,81,119],"42":[71],"adult":[72],"participants,":[73],"study":[75],"reveals":[76],"notable":[77],"improvements":[78],"familiarity":[80],"discussing":[85],"concepts.":[87],"Qualitative":[88],"feedback":[89],"highlights":[90],"user":[91],"engagement":[92],"enhanced":[94],"understanding,":[95],"demonstrating":[96],"immediate":[97],"impact":[98],"laying":[100],"a":[101],"foundation":[102],"for":[103,143],"ongoing":[104],"work.":[105],"Looking":[106],"forward,":[107],"my":[108],"work":[109],"will":[110],"delve":[111],"deeper":[112],"into":[113],"how":[114,128],"non-experts":[115],"can":[116,130],"critically":[117],"engage":[118],"AI\u2019s":[120],"decision-making":[121],"processes,":[122],"understand":[123],"algorithmic":[124],"trade-offs,":[125],"consider":[127],"better":[131],"serve":[132],"society.":[133],"approach":[135],"broadens":[136],"leverages":[140],"cognitive":[141],"creative":[144],"ethical":[146],"technological":[147],"interventions.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
