{"id":"https://openalex.org/W7117972094","doi":"https://doi.org/10.1145/3765766.3765887","title":"Cognitive Bias in AI Recommendations: Understanding and Mitigating Human-AI Decision-Making Errors","display_name":"Cognitive Bias in AI Recommendations: Understanding and Mitigating Human-AI Decision-Making Errors","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W7117972094","doi":"https://doi.org/10.1145/3765766.3765887"},"language":null,"primary_location":{"id":"doi:10.1145/3765766.3765887","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765887","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3765766.3765887","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117933182","display_name":"Prasasti Aich","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164339","display_name":"Oldham Council","ror":"https://ror.org/05cxzzq07","country_code":"GB","type":"government","lineage":["https://openalex.org/I4210164339"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Prasasti Aich","raw_affiliation_strings":["Independent Researcher, Siliguri, India"],"raw_orcid":"https://orcid.org/0009-0009-6697-1401","affiliations":[{"raw_affiliation_string":"Independent Researcher, Siliguri, India","institution_ids":["https://openalex.org/I4210164339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5117933182"],"corresponding_institution_ids":["https://openalex.org/I4210164339"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72499791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"583","last_page":"584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.37380000948905945,"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"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.37380000948905945,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.08129999786615372,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.07890000194311142,"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/cognitive-bias","display_name":"Cognitive bias","score":0.6299999952316284},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.605400025844574},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5612999796867371},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.49149999022483826},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.4496999979019165},{"id":"https://openalex.org/keywords/cognitive-computing","display_name":"Cognitive computing","score":0.42800000309944153},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.4016000032424927}],"concepts":[{"id":"https://openalex.org/C189216375","wikidata":"https://www.wikidata.org/wiki/Q1127759","display_name":"Cognitive bias","level":3,"score":0.6299999952316284},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.605400025844574},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5612999796867371},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.49149999022483826},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.4496999979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4471000134944916},{"id":"https://openalex.org/C92298750","wikidata":"https://www.wikidata.org/wiki/Q17008161","display_name":"Cognitive computing","level":3,"score":0.42800000309944153},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4172999858856201},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.4016000032424927},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3522999882698059},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35109999775886536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3393000066280365},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.3095000088214874},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.29510000348091125},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.289000004529953},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2824999988079071},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C35064395","wikidata":"https://www.wikidata.org/wiki/Q1093494","display_name":"Cognitive ergonomics","level":4,"score":0.2578999996185303},{"id":"https://openalex.org/C192327766","wikidata":"https://www.wikidata.org/wiki/Q1038799","display_name":"Cognitive robotics","level":3,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3765766.3765887","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765887","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3765766.3765887","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765887","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6523259878158569,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2006447892","https://openalex.org/W2143074722","https://openalex.org/W2897154134","https://openalex.org/W3101206394","https://openalex.org/W4292157289","https://openalex.org/W4312195761","https://openalex.org/W4412013201","https://openalex.org/W4416888457"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"systems":[3,17],"increasingly":[4],"influence":[5],"human":[6],"decision-making,":[7],"from":[8],"search":[9],"engine":[10],"suggestions":[11],"to":[12,23,50,70,94,106],"hiring":[13],"recommendations.":[14,102],"However,":[15],"these":[16],"often":[18],"reinforce":[19],"cognitive":[20,36,98],"biases,":[21],"leading":[22],"skewed":[24],"perceptions":[25],"and":[26,38,45,54,86,96,109],"decision":[27],"errors.":[28],"This":[29],"workshop":[30,104],"will":[31,60,91],"examine":[32],"the":[33,74],"intersection":[34],"of":[35],"biases":[37,99],"AI-generated":[39],"recommendations,":[40],"providing":[41],"UX":[42],"researchers,":[43],"designers,":[44],"HCI":[46],"practitioners":[47],"with":[48],"strategies":[49],"design":[51],"transparent,":[52],"fair,":[53],"bias-aware":[55,117],"AI":[56,65,76,101,118],"systems.":[57],"Additionally,":[58],"it":[59],"include":[61],"people":[62],"who":[63],"use":[64],"in":[66,100],"their":[67,79],"daily":[68],"lives":[69],"help":[71],"them":[72],"realize":[73],"impact":[75],"has":[77],"on":[78,116],"choices.":[80],"Through":[81],"interactive":[82],"discussions,":[83],"usability":[84],"studies,":[85],"real-world":[87],"case":[88],"analyses,":[89],"participants":[90],"explore":[92],"methods":[93],"identify":[95],"mitigate":[97],"The":[103],"aims":[105],"foster":[107],"collaboration":[108],"generate":[110],"insights":[111],"for":[112],"a":[113],"forthcoming":[114],"publication":[115],"design.":[119]},"counts_by_year":[],"updated_date":"2026-01-03T23:08:47.215875","created_date":"2026-01-02T00:00:00"}
