{"id":"https://openalex.org/W4401110728","doi":"https://doi.org/10.1109/cai59869.2024.00215","title":"Resolving Ethics Trade-offs in Implementing Responsible AI","display_name":"Resolving Ethics Trade-offs in Implementing Responsible AI","publication_year":2024,"publication_date":"2024-06-25","ids":{"openalex":"https://openalex.org/W4401110728","doi":"https://doi.org/10.1109/cai59869.2024.00215"},"language":"en","primary_location":{"id":"doi:10.1109/cai59869.2024.00215","doi":"https://doi.org/10.1109/cai59869.2024.00215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cai59869.2024.00215","pdf_url":null,"source":{"id":"https://openalex.org/S7407087030","display_name":"IEEE Conference on Artificial Intelligence (CAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 IEEE Conference on Artificial Intelligence (CAI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2401.08103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054815937","display_name":"Conrad Sanderson","orcid":"https://orcid.org/0000-0002-0049-4501","observed_orcids":["https://orcid.org/0000-0002-0049-4501"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Conrad Sanderson","raw_affiliation_strings":["Data61 / CSIRO,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61 / CSIRO,Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078248162","display_name":"Emma Schleiger","orcid":"https://orcid.org/0000-0002-0360-3144","observed_orcids":["https://orcid.org/0000-0002-0360-3144"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Emma Schleiger","raw_affiliation_strings":["Data61 / CSIRO,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61 / CSIRO,Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059367367","display_name":"David Douglas","orcid":"https://orcid.org/0000-0003-2448-871X","observed_orcids":["https://orcid.org/0000-0003-2448-871X"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4405257511","display_name":"CSIRO Environment","ror":"https://ror.org/05bgxxb69","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119","https://openalex.org/I4405257511"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Douglas","raw_affiliation_strings":["Environment / CSIRO,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environment / CSIRO,Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4405257511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055776500","display_name":"Petra Kuhnert","orcid":"https://orcid.org/0000-0001-9070-0091","observed_orcids":["https://orcid.org/0000-0001-9070-0091"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Petra Kuhnert","raw_affiliation_strings":["Data61 / CSIRO,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61 / CSIRO,Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100652461","display_name":"Qinghua Lu","orcid":"https://orcid.org/0000-0002-9466-1672","observed_orcids":["https://orcid.org/0000-0002-9466-1672","https://orcid.org/0000-0002-7783-5183"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qinghua Lu","raw_affiliation_strings":["Data61 / CSIRO,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61 / CSIRO,Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.473,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.94520951,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1208","last_page":"1213"},"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":0.9994999766349792,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9994999766349792,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.0003000000142492354,"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/T11058","display_name":"Ethics in Business and Education","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/responsible-ai","display_name":"responsible AI","score":0.8709999918937683},{"id":"https://openalex.org/keywords/ethics-framework","display_name":"ethics framework","score":0.49799999594688416},{"id":"https://openalex.org/keywords/regulatory-compliance","display_name":"regulatory compliance","score":0.6869999766349792},{"id":"https://openalex.org/keywords/theory-practice-gap","display_name":"theory-practice gap","score":0.9300000071525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4529499113559723},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3318391442298889}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cai59869.2024.00215","doi":"https://doi.org/10.1109/cai59869.2024.00215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cai59869.2024.00215","pdf_url":null,"source":{"id":"https://openalex.org/S7407087030","display_name":"IEEE Conference on Artificial Intelligence (CAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 IEEE Conference on Artificial Intelligence (CAI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2401.08103","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.08103","pdf_url":"https://arxiv.org/pdf/2401.08103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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:research-repository.griffith.edu.au:10072/431889","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/10072/431889","pdf_url":null,"source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Conference output"},{"id":"doi:10.48550/arxiv.2401.08103","doi":"https://doi.org/10.48550/arxiv.2401.08103","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2401.08103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2401.08103","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.08103","pdf_url":"https://arxiv.org/pdf/2401.08103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401110728.pdf","grobid_xml":"https://content.openalex.org/works/W4401110728.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1601795611","https://openalex.org/W2028770837","https://openalex.org/W2150591491","https://openalex.org/W2529466265","https://openalex.org/W2934954940","https://openalex.org/W2953522645","https://openalex.org/W2956792022","https://openalex.org/W2981731882","https://openalex.org/W2985543011","https://openalex.org/W2992884799","https://openalex.org/W2999331643","https://openalex.org/W3001465270","https://openalex.org/W3007204236","https://openalex.org/W3031906133","https://openalex.org/W3033475287","https://openalex.org/W3045509083","https://openalex.org/W3046916485","https://openalex.org/W3122075665","https://openalex.org/W3130337442","https://openalex.org/W3134439870","https://openalex.org/W3137249133","https://openalex.org/W3139339864","https://openalex.org/W3158479996","https://openalex.org/W3166319166","https://openalex.org/W3173450473","https://openalex.org/W3174220540","https://openalex.org/W3210059226","https://openalex.org/W3212259563","https://openalex.org/W4210454467","https://openalex.org/W4212863985","https://openalex.org/W4213439731","https://openalex.org/W4223475929","https://openalex.org/W4226199624","https://openalex.org/W4280514508","https://openalex.org/W4280554323","https://openalex.org/W4283161231","https://openalex.org/W4288391568","https://openalex.org/W4289515225","https://openalex.org/W4303184273","https://openalex.org/W4319863522","https://openalex.org/W4321524283","https://openalex.org/W4327521754","https://openalex.org/W4366581769","https://openalex.org/W4378071405","https://openalex.org/W4378470440","https://openalex.org/W4384524075","https://openalex.org/W4385484540","https://openalex.org/W4385713993","https://openalex.org/W4387377782","https://openalex.org/W4388974605","https://openalex.org/W4391925596","https://openalex.org/W4399635219","https://openalex.org/W6855897681","https://openalex.org/W7094495036"],"related_works":["https://openalex.org/W4385484540","https://openalex.org/W6887939593","https://openalex.org/W2956792022","https://openalex.org/W7215465718","https://openalex.org/W4319661244","https://openalex.org/W4403067019","https://openalex.org/W7221540891","https://openalex.org/W3042309366","https://openalex.org/W4200513622","https://openalex.org/W4416946241"],"abstract_inverted_index":{"While":[0],"the":[1,25,36,49,65,113],"operationalisation":[2],"of":[3,51,61,64,91,97,104,115],"high-level":[4],"AI":[5,27],"ethics":[6,28,98],"principles":[7],"into":[8],"practical":[9],"AI/ML":[10,117],"systems":[11,118],"has":[12],"made":[13],"progress,":[14],"there":[15],"is":[16,67],"still":[17],"a":[18,83],"theory-practice":[19],"gap":[20],"in":[21,48],"managing":[22],"tensions":[23,37],"between":[24],"underlying":[26],"aspects.":[29],"We":[30],"cover":[31],"five":[32],"approaches":[33,46,66],"for":[34,56,72,122],"addressing":[35],"via":[38],"trade-offs,":[39],"ranging":[40],"from":[41],"rudimentary":[42],"to":[43,69,111],"complex.":[44],"The":[45,107],"differ":[47],"types":[50],"considered":[52],"context,":[53],"scope,":[54],"methods":[55],"measuring":[57],"contexts,":[58],"and":[59,95,102],"degree":[60],"justification.":[62],"None":[63],"likely":[68],"be":[70],"appropriate":[71,121],"all":[73],"organisations,":[74],"systems,":[75],"or":[76],"applications.":[77],"To":[78],"address":[79],"this,":[80],"we":[81],"propose":[82],"framework":[84,109],"which":[85],"consists":[86],"of:":[87],"(i)":[88],"proactive":[89],"identification":[90],"tensions,":[92],"(ii)":[93],"prioritisation":[94],"weighting":[96],"aspects,":[99],"(iii)":[100],"justification":[101],"documentation":[103],"trade-off":[105],"decisions.":[106],"proposed":[108],"aims":[110],"facilitate":[112],"implementation":[114],"well-rounded":[116],"that":[119],"are":[120],"potential":[123],"regulatory":[124],"requirements.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-31T00:00:00"}