{"id":"https://openalex.org/W4389612532","doi":"https://doi.org/10.1007/s44163-023-00092-2","title":"In humans, we trust","display_name":"In humans, we trust","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389612532","doi":"https://doi.org/10.1007/s44163-023-00092-2"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-023-00092-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-023-00092-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-023-00092-2.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-023-00092-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039642040","display_name":"Kyriakos Kyriakou","orcid":"https://orcid.org/0000-0003-4200-5718"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Kyriakos Kyriakou","raw_affiliation_strings":["Cyprus Center for Algorithmic Transparency (CyCAT), Open University of Cyprus, Yiannou Kranidioti Avenue 89, Latsia, 2231, Nicosia, Cyprus","Fairness and Ethics in AI-Human Interaction (fAIre MRG), CYENS Centre of Excellence, Dimarchou Lellou Demetriadi 23, 1016, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyprus Center for Algorithmic Transparency (CyCAT), Open University of Cyprus, Yiannou Kranidioti Avenue 89, Latsia, 2231, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]},{"raw_affiliation_string":"Fairness and Ethics in AI-Human Interaction (fAIre MRG), CYENS Centre of Excellence, Dimarchou Lellou Demetriadi 23, 1016, Nicosia, Cyprus","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028278233","display_name":"Jahna Otterbacher","orcid":"https://orcid.org/0000-0002-7655-7118"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Jahna Otterbacher","raw_affiliation_strings":["Cyprus Center for Algorithmic Transparency (CyCAT), Open University of Cyprus, Yiannou Kranidioti Avenue 89, Latsia, 2231, Nicosia, Cyprus","Fairness and Ethics in AI-Human Interaction (fAIre MRG), CYENS Centre of Excellence, Dimarchou Lellou Demetriadi 23, 1016, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyprus Center for Algorithmic Transparency (CyCAT), Open University of Cyprus, Yiannou Kranidioti Avenue 89, Latsia, 2231, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]},{"raw_affiliation_string":"Fairness and Ethics in AI-Human Interaction (fAIre MRG), CYENS Centre of Excellence, Dimarchou Lellou Demetriadi 23, 1016, Nicosia, Cyprus","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039642040"],"corresponding_institution_ids":["https://openalex.org/I59746437"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":2.9444,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92984463,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"3","issue":"1","first_page":null,"last_page":null},"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":0.9959999918937683,"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":0.9959999918937683,"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/T14401","display_name":"Technology, Environment, Urban Planning","score":0.9262999892234802,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6525123715400696},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6082252860069275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6056452989578247},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.5969077348709106},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5862846374511719},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42629873752593994},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.38246551156044006},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3500862717628479},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3490391969680786},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3455992341041565},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.17512524127960205},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14505043625831604},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13387304544448853},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10276594758033752}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6525123715400696},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6082252860069275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6056452989578247},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.5969077348709106},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5862846374511719},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42629873752593994},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.38246551156044006},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3500862717628479},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3490391969680786},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3455992341041565},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.17512524127960205},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14505043625831604},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13387304544448853},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10276594758033752},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44163-023-00092-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-023-00092-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-023-00092-2.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7b7675b0fb93475ca84c9b1dbd172a64","is_oa":true,"landing_page_url":"https://doaj.org/article/7b7675b0fb93475ca84c9b1dbd172a64","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Artificial Intelligence, Vol 3, Iss 1, Pp 1-18 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-023-00092-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-023-00092-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-023-00092-2.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"},{"score":0.4399999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3576037094","display_name":null,"funder_award_id":"739578","funder_id":"https://openalex.org/F4320330084","funder_display_name":"Research and Innovation Foundation"},{"id":"https://openalex.org/G992966723","display_name":null,"funder_award_id":"739578","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320330084","display_name":"Research and Innovation Foundation","ror":null},{"id":"https://openalex.org/F4320332084","display_name":"Deputy Ministry of Research, Innovation and Digital Policy","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389612532.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2137125422","https://openalex.org/W2557671501","https://openalex.org/W2563852449","https://openalex.org/W2738428139","https://openalex.org/W2888649442","https://openalex.org/W2890576255","https://openalex.org/W2902634493","https://openalex.org/W2954112064","https://openalex.org/W2962772482","https://openalex.org/W2981731882","https://openalex.org/W2982550511","https://openalex.org/W2995006168","https://openalex.org/W3001363766","https://openalex.org/W3004493409","https://openalex.org/W3042877908","https://openalex.org/W3101206394","https://openalex.org/W3123893780","https://openalex.org/W3125569121","https://openalex.org/W3133874049","https://openalex.org/W3159435787","https://openalex.org/W3170933632","https://openalex.org/W3181414820","https://openalex.org/W3194314025","https://openalex.org/W4311212906"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W4286508873","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2185045523","https://openalex.org/W2044536215"],"abstract_inverted_index":{"Abstract":[0],"Algorithms":[1],"have":[2,67],"greatly":[3],"advanced":[4],"and":[5,28,56,173,184,224],"become":[6],"integrated":[7],"into":[8],"our":[9],"everyday":[10],"lives.":[11],"Although":[12],"they":[13,19],"support":[14],"humans":[15],"in":[16,48,110,237],"daily":[17],"functions,":[18],"often":[20,79],"exhibit":[21],"unwanted":[22],"behaviors":[23,47],"perpetuating":[24],"social":[25],"stereotypes,":[26],"discrimination,":[27],"other":[29],"forms":[30],"of":[31,34,74,84,129,146,163,197,222,232],"biases.":[32],"Regardless":[33],"their":[35],"accuracy":[36],"on":[37,181],"task,":[38],"many":[39],"algorithms":[40],"do":[41],"not":[42],"get":[43],"scrutinized":[44],"for":[45,69,125,156,171,228],"unintended":[46],"a":[49,82,96,105,126,130,143,198,220,229,233,238],"systematic":[50],"way.":[51],"This":[52],"phenomenon":[53],"can":[54],"propagate":[55],"amplify":[57],"existing":[58],"societal":[59],"issues":[60],"or":[61,98],"even":[62,99],"create":[63],"new":[64],"ones.":[65],"Many":[66],"called":[68],"human":[70,118,131,157,234],"supervision":[71],"(human":[72],"oversight)":[73],"algorithmic":[75,86],"processes.":[76],"Oversight":[77,200],"is":[78,108],"presented":[80],"as":[81,88,114,168],"way":[83],"monitoring":[85],"behavior,":[87],"to":[89,115],"then":[90],"address":[91,139],"identified":[92,212],"issues,":[93],"by":[94,207],"initiating":[95],"fix":[97],"correcting":[100],"the":[101,111,123,161,164,169,182,185,190,195,204,210,214],"final":[102],"decision.":[103],"Unfortunately,":[104],"common":[106],"consensus":[107],"missing":[109],"scientific":[112],"community":[113],"what":[116],"all":[117],"oversight":[119,132,235],"entails.":[120],"Most":[121],"importantly,":[122],"requirements":[124,155,183,211],"successful":[127,230],"application":[128,231],"process":[133,236],"are":[134],"only":[135],"vaguely":[136],"defined.":[137],"To":[138],"this,":[140],"we":[141,179,193,218],"present":[142,194,219],"critical":[144],"synthesis":[145],"five":[147],"key":[148],"articles":[149],"from":[150,213],"different":[151],"domains,":[152],"which":[153],"discuss":[154],"oversight.":[158],"We":[159],"use":[160],"concept":[162,196],"Society-in-the-Loop":[165],"(SITL)":[166],"[1]":[167],"baseline":[170],"understanding":[172],"mapping":[174],"these":[175],"requirements.":[176],"In":[177],"addition,":[178],"comment":[180],"overall":[186],"multidisciplinary":[187],"trend":[188],"around":[189],"topic.":[191],"Then,":[192],"Modular":[199],"Methodology":[201],"(MOM)":[202],"following":[203],"SITL":[205,239],"viewpoint,":[206],"also":[208],"considering":[209],"selected":[215],"literature.":[216],"Finally,":[217],"set":[221],"suggestions":[223],"future":[225],"work":[226],"required":[227],"approach.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
