{"id":"https://openalex.org/W4409459278","doi":"https://doi.org/10.1007/s43681-025-00710-y","title":"Implementing ethical principles in AI: an initial discussion","display_name":"Implementing ethical principles in AI: an initial discussion","publication_year":2025,"publication_date":"2025-04-15","ids":{"openalex":"https://openalex.org/W4409459278","doi":"https://doi.org/10.1007/s43681-025-00710-y"},"language":"en","primary_location":{"id":"doi:10.1007/s43681-025-00710-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43681-025-00710-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00710-y.pdf","source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"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":"AI and Ethics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00710-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093480474","display_name":"Mykhailo Danilevskyi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Mykhailo Danilevskyi","raw_affiliation_strings":["School of Enterprise Computing and Digital Transformation, Technological University Dublin, Blessington Rd, Dublin, D24 FKT9, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Enterprise Computing and Digital Transformation, Technological University Dublin, Blessington Rd, Dublin, D24 FKT9, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009919621","display_name":"Fernando P\u00e9rez-T\u00e9llez","orcid":"https://orcid.org/0000-0003-4978-2843"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Fernando Perez-Tellez","raw_affiliation_strings":["School of Enterprise Computing and Digital Transformation, Technological University Dublin, Blessington Rd, Dublin, D24 FKT9, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Enterprise Computing and Digital Transformation, Technological University Dublin, Blessington Rd, Dublin, D24 FKT9, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117156132","display_name":"Davide Buscaldi","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Davide Buscaldi","raw_affiliation_strings":["Laboratoire d\u2019Informatique de Paris Nord, Universit\u00e9 Sorbonne Paris Nord, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430, Paris, Villetaneuse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique de Paris Nord, Universit\u00e9 Sorbonne Paris Nord, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430, Paris, Villetaneuse, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210091279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093480474"],"corresponding_institution_ids":["https://openalex.org/I4210144925"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":6.4262,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96053278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"4","first_page":"3549","last_page":"3555"},"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":0.9994000196456909,"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":0.9994000196456909,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9936000108718872,"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":0.987500011920929,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.44400322437286377},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40770643949508667},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.32124394178390503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16983211040496826}],"concepts":[{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.44400322437286377},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40770643949508667},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32124394178390503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16983211040496826}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43681-025-00710-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43681-025-00710-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00710-y.pdf","source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"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":"AI and Ethics","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05052383v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05052383","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AI and Ethics, 2025, ⟨10.1007/s43681-025-00710-y⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1007/s43681-025-00710-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43681-025-00710-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00710-y.pdf","source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"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":"AI and Ethics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325671","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409459278.pdf","grobid_xml":"https://content.openalex.org/works/W4409459278.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1961345416","https://openalex.org/W1979769549","https://openalex.org/W2014352947","https://openalex.org/W2100960835","https://openalex.org/W2116984840","https://openalex.org/W2282821441","https://openalex.org/W2503516461","https://openalex.org/W2620424523","https://openalex.org/W2912083425","https://openalex.org/W2953522645","https://openalex.org/W2962902328","https://openalex.org/W2963116854","https://openalex.org/W2974817986","https://openalex.org/W2981731882","https://openalex.org/W3003385079","https://openalex.org/W3130450512","https://openalex.org/W3180293735","https://openalex.org/W3181414820","https://openalex.org/W3202183072","https://openalex.org/W3214053215","https://openalex.org/W4242937284","https://openalex.org/W4312884168","https://openalex.org/W4380352343"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512"],"abstract_inverted_index":{"Abstract":[0],"In":[1,35],"recent":[2],"years,":[3],"there":[4],"has":[5],"been":[6,150],"a":[7,119,160],"lot":[8],"of":[9,45,59,62,85,132,141,147,179,188,218,230],"discussion":[10,70],"around":[11],"ethics":[12],"in":[13,42,50,65,94,164,194,203,215,246],"IT":[14],"and":[15,19,28,47,74,97,116,125,135,159,192,206,223,233],"AI.":[16,34],"Many":[17],"researchers":[18],"organisations":[20],"have":[21,149],"proposed":[22],"guidelines":[23],"to":[24,82,104,227],"address":[25],"privacy,":[26,72],"fairness,":[27,73],"explainability":[29,197],"challenges":[30],"for":[31,200],"creating":[32],"trustworthy":[33,52],"this":[36,221],"paper,":[37],"we":[38,78,122,210,225],"discuss":[39,129],"ethical":[40,63,173,248],"principles":[41,64,249],"the":[43,57,60,83,90,95,130,139,216,228],"context":[44],"AI":[46,53,86,142,189,240,251],"their":[48],"significance":[49],"developing":[51],"solutions.":[54,252],"We":[55,67,88,99,128,152],"consider":[56],"problem":[58],"categorisation":[61],"IT.":[66],"concentrate":[68],"our":[69],"on":[71,155],"explainability.":[75,219],"These":[76],"principles,":[77],"believe,":[79],"meaningfully":[80],"contribute":[81,226],"trust":[84],"systems.":[87],"overview":[89],"available":[91,231],"privacy":[92],"regulations":[93],"EU":[96],"US.":[98],"also":[100,153],"look":[101],"at":[102],"how":[103],"achieve":[105],"compliance":[106],"with":[107],"them,":[108],"including":[109],"private":[110],"data":[111,113],"detection,":[112],"anonymisation":[114],"techniques":[115,148,158,167,232],"toolkits.":[117],"From":[118],"practical":[120],"perspective,":[121],"analyse":[123],"fairness":[124,133,140,156],"bias":[126],"problems.":[127],"issue":[131],"assessment":[134],"metrics.":[136],"To":[137],"improve":[138],"solutions,":[143],"an":[144,243],"enormous":[145],"number":[146],"developed.":[151],"focus":[154],"improvement":[157],"few":[161],"popular":[162],"toolkits":[163,234],"which":[165],"these":[166],"are":[168],"implemented.":[169],"Explainability":[170],"is":[171,177,198],"another":[172],"principle":[174],"discussed.":[175],"It":[176],"one":[178],"many":[180],"socially":[181],"important":[182,199],"properties,":[183],"as":[184,242],"it":[185],"ensures":[186],"understanding":[187],"system":[190],"decision-making":[191],"transparency":[193],"inspection.":[195],"Ensuring":[196],"high-risk":[201],"applications":[202],"healthcare,":[204],"finance":[205],"criminal":[207],"justice.":[208],"Finally,":[209],"outline":[211],"approaches":[212],"that":[213,235],"help":[214],"level":[217],"With":[220],"review":[222],"analysis,":[224],"knowledge":[229],"can":[236],"be":[237],"used":[238],"by":[239],"practitioners":[241],"initial":[244],"step":[245],"implementing":[247],"into":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}