{"id":"https://openalex.org/W4412082425","doi":"https://doi.org/10.1109/cai64502.2025.00207","title":"Creating Bayesian Ethical Alignment Models for Eliciting, Modeling, and Calibrating Ethical Human Decision-Making Values and Priorities","display_name":"Creating Bayesian Ethical Alignment Models for Eliciting, Modeling, and Calibrating Ethical Human Decision-Making Values and Priorities","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4412082425","doi":"https://doi.org/10.1109/cai64502.2025.00207"},"language":"en","primary_location":{"id":"doi:10.1109/cai64502.2025.00207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cai64502.2025.00207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Artificial Intelligence (CAI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063062700","display_name":"Spencer Kohn","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157896","display_name":"Perceptronics Solutions (United States)","ror":"https://ror.org/04rjtde10","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157896"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Spencer Kohn","raw_affiliation_strings":["Perceptronics Solutions,Los Angeles,CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Perceptronics Solutions,Los Angeles,CA","institution_ids":["https://openalex.org/I4210157896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070166121","display_name":"Gershon Weltman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157896","display_name":"Perceptronics Solutions (United States)","ror":"https://ror.org/04rjtde10","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157896"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gershon Weltman","raw_affiliation_strings":["Perceptronics Solutions,Los Angeles,CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Perceptronics Solutions,Los Angeles,CA","institution_ids":["https://openalex.org/I4210157896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085351997","display_name":"Marvin S. Cohen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157896","display_name":"Perceptronics Solutions (United States)","ror":"https://ror.org/04rjtde10","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157896"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marvin Cohen","raw_affiliation_strings":["Perceptronics Solutions,New York,NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Perceptronics Solutions,New York,NY","institution_ids":["https://openalex.org/I4210157896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023496105","display_name":"Ewart J. de Visser","orcid":"https://orcid.org/0000-0001-9238-9081"},"institutions":[{"id":"https://openalex.org/I430641","display_name":"United States Air Force Academy","ror":"https://ror.org/0055d0g64","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I430641"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ewart de Visser","raw_affiliation_strings":["Air Force Academy,Colorado Springs,CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Academy,Colorado Springs,CO","institution_ids":["https://openalex.org/I430641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107982100","display_name":"David Barnes","orcid":"https://orcid.org/0000-0001-7418-877X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Barnes","raw_affiliation_strings":["Empowering AI,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Empowering AI,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039031368","display_name":"Elan Freedy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157896","display_name":"Perceptronics Solutions (United States)","ror":"https://ror.org/04rjtde10","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157896"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elan Freedy","raw_affiliation_strings":["Perceptronics Solutions,Fairfax,VA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Perceptronics Solutions,Fairfax,VA","institution_ids":["https://openalex.org/I4210157896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1168578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.8094000220298767,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.8094000220298767,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11573","display_name":"Risk Perception and Management","score":0.7182000279426575,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.6783999800682068,"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/bayesian-probability","display_name":"Bayesian probability","score":0.5075629949569702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4970574676990509},{"id":"https://openalex.org/keywords/human-values","display_name":"Human values","score":0.4225423336029053},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3730780780315399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26232457160949707},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18038666248321533},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13961103558540344}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5075629949569702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4970574676990509},{"id":"https://openalex.org/C2988948121","wikidata":"https://www.wikidata.org/wiki/Q194112","display_name":"Human values","level":2,"score":0.4225423336029053},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3730780780315399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26232457160949707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18038666248321533},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13961103558540344},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cai64502.2025.00207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cai64502.2025.00207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Artificial Intelligence (CAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337632","display_name":"U.S. Military Academy","ror":"https://ror.org/01jepya76"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2043071382","https://openalex.org/W2918644914","https://openalex.org/W3002093512","https://openalex.org/W3128782210","https://openalex.org/W3153624989","https://openalex.org/W3157111295","https://openalex.org/W4231009880","https://openalex.org/W4297903006","https://openalex.org/W4300459321","https://openalex.org/W4381890156","https://openalex.org/W4388977533","https://openalex.org/W4400008288","https://openalex.org/W4409035931","https://openalex.org/W4410827098","https://openalex.org/W6611838922"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Ethical":[0],"decision-making":[1],"in":[2,66],"artificial":[3],"intelligence":[4],"(AI)":[5],"is":[6],"inherently":[7],"complex,":[8],"context-dependent,":[9],"and":[10,28,52,63,87],"influenced":[11],"by":[12],"competing":[13],"priorities.":[14],"This":[15],"paper":[16],"presents":[17],"a":[18,45,57],"Bayesian":[19],"ethical":[20,31,81],"alignment":[21],"modeling":[22],"approach":[23],"designed":[24],"to":[25,77],"capture,":[26],"model,":[27],"calibrate":[29],"human":[30,80],"values":[32],"for":[33,49,60],"AI":[34,76],"decision-making.":[35],"Unlike":[36],"rule-based":[37],"approaches,":[38],"our":[39],"method":[40],"encodes":[41],"organizational":[42],"ethics":[43],"within":[44],"probabilistic":[46],"framework,":[47],"allowing":[48],"dynamic":[50],"updates":[51],"structured":[53,58],"reasoning.":[54],"We":[55,69],"outline":[56],"methodology":[59],"elicitation,":[61],"calibration,":[62],"validation,":[64],"tested":[65],"high-stakes":[67],"scenarios.":[68],"posit":[70],"that":[71],"this":[72],"framework":[73],"would":[74],"enable":[75],"align":[78],"with":[79],"priorities":[82],"while":[83],"maintaining":[84],"adaptability,":[85],"scalability,":[86],"transparency.":[88]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}