{"id":"https://openalex.org/W7204705395","doi":"https://doi.org/10.1177/10711813261484473","title":"Evaluating Generative AI as a Human Factors Requirements-Based Review System of Spaceflight Ground Displays","display_name":"Evaluating Generative AI as a Human Factors Requirements-Based Review System of Spaceflight Ground Displays","publication_year":2026,"publication_date":"2026-08-30","ids":{"openalex":"https://openalex.org/W7204705395","doi":"https://doi.org/10.1177/10711813261484473"},"language":"en","primary_location":{"id":"doi:10.1177/10711813261484473","doi":"https://doi.org/10.1177/10711813261484473","is_oa":false,"landing_page_url":"https://doi.org/10.1177/10711813261484473","pdf_url":null,"source":{"id":"https://openalex.org/S4210176815","display_name":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","issn_l":"0163-5182","issn":["0163-5182","1071-1813","1541-9312","2169-5067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5081583535","display_name":"Fernando L. Montalvo","orcid":"https://orcid.org/0000-0003-2277-3533","observed_orcids":["https://orcid.org/0000-0003-2277-3533"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fernando Montalvo","raw_affiliation_strings":["Astrion, Huntsville, AL, USA"],"raw_orcid":"https://orcid.org/0000-0003-2277-3533","affiliations":[{"raw_affiliation_string":"Astrion, Huntsville, AL, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078525421","display_name":"Phuoc Thai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phuoc Thai","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086401090","display_name":"Promise Stephens","orcid":"https://orcid.org/0000-0003-4714-9235","observed_orcids":["https://orcid.org/0000-0003-4714-9235"]},"institutions":[{"id":"https://openalex.org/I905180023","display_name":"Eastern University","ror":"https://ror.org/04txhk134","country_code":"US","type":"education","lineage":["https://openalex.org/I905180023"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Promise Stephens","raw_affiliation_strings":["Eastern University, St Davids, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eastern University, St Davids, PA, USA","institution_ids":["https://openalex.org/I905180023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119497030","display_name":"Zachary Bulger","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263009","display_name":"Amentum (United States)","ror":"https://ror.org/017art439","country_code":"FR","type":"company","lineage":["https://openalex.org/I4405263009"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zachary Bulger","raw_affiliation_strings":["Amentum, Chantilly, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amentum, Chantilly, VA, USA","institution_ids":["https://openalex.org/I4405263009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148756948","display_name":"Taryn Williamson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263009","display_name":"Amentum (United States)","ror":"https://ror.org/017art439","country_code":"FR","type":"company","lineage":["https://openalex.org/I4405263009"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Taryn Williamson","raw_affiliation_strings":["Amentum, Chantilly, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amentum, Chantilly, VA, USA","institution_ids":["https://openalex.org/I4405263009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148673611","display_name":"Abigail S. Glover","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abigail S. Glover","raw_affiliation_strings":["Colorado School of Mines, Golden, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado School of Mines, Golden, CO, USA","institution_ids":["https://openalex.org/I167576493"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081583535"],"corresponding_institution_ids":[],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.49000000953674316,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10470","display_name":"Usability and User Interface Design","score":0.49000000953674316,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.43549999594688416,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"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/T14214","display_name":"Space Exploration and Technology","score":0.01889999955892563,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9639999866485596},{"id":"https://openalex.org/keywords/usability-standards","display_name":"usability standards","score":0.6209999918937683},{"id":"https://openalex.org/keywords/requirements-compliance","display_name":"requirements compliance","score":0.5870000123977661}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6359000205993652},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6211000084877014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497000217437744},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5212000012397766},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.415800005197525},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.41269999742507935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39980000257492065},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.37880000472068787},{"id":"https://openalex.org/C2779700847","wikidata":"https://www.wikidata.org/wiki/Q775594","display_name":"Countdown","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3082999885082245},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2619999945163727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/10711813261484473","doi":"https://doi.org/10.1177/10711813261484473","is_oa":false,"landing_page_url":"https://doi.org/10.1177/10711813261484473","pdf_url":null,"source":{"id":"https://openalex.org/S4210176815","display_name":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","issn_l":"0163-5182","issn":["0163-5182","1071-1813","1541-9312","2169-5067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2146948159","https://openalex.org/W4406667905","https://openalex.org/W4410465211","https://openalex.org/W4413767622","https://openalex.org/W4413876977","https://openalex.org/W7108622315"],"related_works":["https://openalex.org/W795971802","https://openalex.org/W7170540306","https://openalex.org/W4413876977","https://openalex.org/W830680975","https://openalex.org/W7125697861","https://openalex.org/W2316297333","https://openalex.org/W782908513","https://openalex.org/W4416030422","https://openalex.org/W149607854","https://openalex.org/W6987502989"],"abstract_inverted_index":{"Control":[0],"displays":[1,15,61],"provide":[2],"monitoring,":[3],"control,":[4],"and":[5,10,68,77,84],"commanding":[6],"capabilities":[7,53,118],"during":[8,24],"prelaunch":[9],"launch":[11,59],"countdown":[12],"operations.":[13],"These":[14],"are":[16,138],"evaluated":[17,106],"against":[18,45,62],"a":[19,39,63,80],"set":[20,64,81],"of":[21,42,54,65,82,103],"design":[22,69,86],"standards":[23,123],"development.":[25],"Generative":[26],"artificial":[27],"intelligence":[28],"systems":[29,56,137],"offer":[30],"an":[31],"alternative":[32],"to":[33,99],"human-only":[34],"display":[35,113],"evaluations,":[36],"allowing":[37],"for":[38,57],"quick":[40],"assessment":[41],"requirements":[43],"compliance":[44],"approved":[46],"standards.":[47,70],"The":[48,132],"present":[49],"research":[50],"evaluates":[51],"the":[52,89,101,104,112,121],"GenAI":[55,73,136],"assessing":[58],"control":[60],"real-world":[66],"usability":[67],"A":[71],"custom":[72,90],"implementation":[74,91],"was":[75,92,125,129],"developed":[76],"provided":[78,93],"with":[79,94],"FAA":[83],"NASA":[85],"requirements.":[87],"Additionally,":[88],"any":[95],"necessary":[96],"context":[97],"information":[98],"understand":[100],"operation":[102],"three":[105],"displays.":[107],"Results":[108],"show":[109],"that":[110,135],"while":[111],"evaluator":[114],"varied":[115],"in":[116,142],"its":[117],"depending":[119],"on":[120],"specific":[122],"it":[124],"assessing,":[126],"overall":[127],"accuracy":[128],"very":[130],"good.":[131],"findings":[133],"suggest":[134],"viable":[139],"first-pass":[140],"evaluators":[141],"requirements-based":[143],"human":[144],"factors":[145],"review":[146],"workflows.":[147]},"counts_by_year":[],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2026-08-31T00:00:00"}