{"id":"https://openalex.org/W2762221702","doi":"https://doi.org/10.1007/s10676-017-9440-6","title":"Human-aligned artificial intelligence is a multiobjective problem","display_name":"Human-aligned artificial intelligence is a multiobjective problem","publication_year":2017,"publication_date":"2017-10-04","ids":{"openalex":"https://openalex.org/W2762221702","doi":"https://doi.org/10.1007/s10676-017-9440-6","mag":"2762221702"},"language":"en","primary_location":{"id":"doi:10.1007/s10676-017-9440-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10676-017-9440-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10676-017-9440-6.pdf","source":{"id":"https://openalex.org/S13096939","display_name":"Ethics and Information Technology","issn_l":"1388-1957","issn":["1388-1957","1572-8439"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ethics and Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10676-017-9440-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080095540","display_name":"Peter Vamplew","orcid":"https://orcid.org/0000-0002-8687-4424"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Peter Vamplew","raw_affiliation_strings":["Federation University Australia, Ballarat, Australia"],"affiliations":[{"raw_affiliation_string":"Federation University Australia, Ballarat, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032749222","display_name":"Richard Dazeley","orcid":"https://orcid.org/0000-0002-6199-9685"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Richard Dazeley","raw_affiliation_strings":["Federation University Australia, Ballarat, Australia"],"affiliations":[{"raw_affiliation_string":"Federation University Australia, Ballarat, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013402425","display_name":"Cameron Foale","orcid":"https://orcid.org/0000-0003-2537-0326"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cameron Foale","raw_affiliation_strings":["Federation University Australia, Ballarat, Australia"],"affiliations":[{"raw_affiliation_string":"Federation University Australia, Ballarat, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037655602","display_name":"Sally Firmin","orcid":"https://orcid.org/0000-0003-2146-902X"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sally Firmin","raw_affiliation_strings":["Federation University Australia, Ballarat, Australia"],"affiliations":[{"raw_affiliation_string":"Federation University Australia, Ballarat, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078549329","display_name":"Jane Mummery","orcid":"https://orcid.org/0000-0002-2823-5464"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jane Mummery","raw_affiliation_strings":["Federation University Australia, Ballarat, Australia"],"affiliations":[{"raw_affiliation_string":"Federation University Australia, Ballarat, Australia","institution_ids":["https://openalex.org/I149672521"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080095540"],"corresponding_institution_ids":["https://openalex.org/I149672521"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":7.6964,"has_fulltext":true,"cited_by_count":101,"citation_normalized_percentile":{"value":0.97156904,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"20","issue":"1","first_page":"27","last_page":"40"},"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":0.9969000220298767,"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":0.9969000220298767,"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":0.988099992275238,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9387000203132629,"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/computer-science","display_name":"Computer science","score":0.6658968329429626},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6267423629760742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5322826504707336},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4995148181915283},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.47128504514694214},{"id":"https://openalex.org/keywords/action-selection","display_name":"Action selection","score":0.47123250365257263},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46641457080841064},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4268411099910736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2833344340324402},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10860666632652283},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07612085342407227},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07476669549942017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6658968329429626},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6267423629760742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322826504707336},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4995148181915283},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.47128504514694214},{"id":"https://openalex.org/C166109690","wikidata":"https://www.wikidata.org/wiki/Q4677422","display_name":"Action selection","level":3,"score":0.47123250365257263},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46641457080841064},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4268411099910736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2833344340324402},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10860666632652283},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07612085342407227},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07476669549942017},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10676-017-9440-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10676-017-9440-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10676-017-9440-6.pdf","source":{"id":"https://openalex.org/S13096939","display_name":"Ethics and Information Technology","issn_l":"1388-1957","issn":["1388-1957","1572-8439"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ethics and Information Technology","raw_type":"journal-article"},{"id":"pmh:vital:13031","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/164225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30109282","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20801545","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Human-aligned_artificial_intelligence_is_a_multiobjective_problem/20801545","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10676-017-9440-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10676-017-9440-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10676-017-9440-6.pdf","source":{"id":"https://openalex.org/S13096939","display_name":"Ethics and Information Technology","issn_l":"1388-1957","issn":["1388-1957","1572-8439"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ethics and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2762221702.pdf","grobid_xml":"https://content.openalex.org/works/W2762221702.grobid-xml"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W38201321","https://openalex.org/W67374299","https://openalex.org/W72461274","https://openalex.org/W145787216","https://openalex.org/W160318044","https://openalex.org/W221832774","https://openalex.org/W648152870","https://openalex.org/W1044091428","https://openalex.org/W1488489855","https://openalex.org/W1491607089","https://openalex.org/W1515851193","https://openalex.org/W1543572792","https://openalex.org/W1549950622","https://openalex.org/W1556694669","https://openalex.org/W1564374540","https://openalex.org/W1568596308","https://openalex.org/W1581742186","https://openalex.org/W1589747210","https://openalex.org/W1638773224","https://openalex.org/W1658378452","https://openalex.org/W1969021998","https://openalex.org/W1979295420","https://openalex.org/W2000148779","https://openalex.org/W2031232041","https://openalex.org/W2032912464","https://openalex.org/W2037413600","https://openalex.org/W2058192020","https://openalex.org/W2059946539","https://openalex.org/W2062847588","https://openalex.org/W2071581217","https://openalex.org/W2071583394","https://openalex.org/W2086537845","https://openalex.org/W2088731121","https://openalex.org/W2095899692","https://openalex.org/W2101165964","https://openalex.org/W2102660061","https://openalex.org/W2105905427","https://openalex.org/W2107770641","https://openalex.org/W2108349505","https://openalex.org/W2113790233","https://openalex.org/W2118960450","https://openalex.org/W2119127526","https://openalex.org/W2119998956","https://openalex.org/W2121863487","https://openalex.org/W2122410182","https://openalex.org/W2128300252","https://openalex.org/W2132174753","https://openalex.org/W2133460105","https://openalex.org/W2145339207","https://openalex.org/W2154492885","https://openalex.org/W2166454173","https://openalex.org/W2257979135","https://openalex.org/W2304285238","https://openalex.org/W2508058976","https://openalex.org/W2508236932","https://openalex.org/W2537236205","https://openalex.org/W2538763490","https://openalex.org/W2544880084","https://openalex.org/W2557671501","https://openalex.org/W2565840370","https://openalex.org/W2566902129","https://openalex.org/W2572064296","https://openalex.org/W2581022924","https://openalex.org/W2585898139","https://openalex.org/W2596012375","https://openalex.org/W2725331431","https://openalex.org/W2744655312","https://openalex.org/W2762694293","https://openalex.org/W2902143777","https://openalex.org/W2911604318","https://openalex.org/W3103262232","https://openalex.org/W3124199613","https://openalex.org/W4210798425","https://openalex.org/W4213439731","https://openalex.org/W4214717370","https://openalex.org/W4285719527","https://openalex.org/W6621199667","https://openalex.org/W6629097408","https://openalex.org/W6629272093","https://openalex.org/W6632896592","https://openalex.org/W6633942419","https://openalex.org/W6637154336","https://openalex.org/W6676088162","https://openalex.org/W6677916085","https://openalex.org/W6724033279","https://openalex.org/W6742809815","https://openalex.org/W6784719190"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W187246281","https://openalex.org/W2077555735","https://openalex.org/W1984428377"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
