{"id":"https://openalex.org/W7154041346","doi":"https://doi.org/10.1145/3772318.3791274","title":"Certified AI System = Trustworthy? Exploring Expert and Lay User Perceptions and Needs Regarding AI Certification","display_name":"Certified AI System = Trustworthy? Exploring Expert and Lay User Perceptions and Needs Regarding AI Certification","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154041346","doi":"https://doi.org/10.1145/3772318.3791274"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3791274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3772318.3791274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","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/A5022168529","display_name":"Sarah Abdelwahab Gaballah","orcid":"https://orcid.org/0000-0003-0096-470X"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sarah Abdelwahab Gaballah","raw_affiliation_strings":["Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0096-470X","affiliations":[{"raw_affiliation_string":"Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092352416","display_name":"Nur Efsan Cetinkaya","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nur Efsan Cetinkaya","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0009-0000-0805-0107","affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058961039","display_name":"Magdalena Wischnewski","orcid":"https://orcid.org/0000-0001-6377-0940"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Magdalena Wischnewski","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6377-0940","affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108226584","display_name":"M. Angela Sasse","orcid":"https://orcid.org/0000-0003-1823-5505"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martina Angela Sasse","raw_affiliation_strings":["Computer Science, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1823-5505","affiliations":[{"raw_affiliation_string":"Computer Science, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022168529"],"corresponding_institution_ids":["https://openalex.org/I904495901"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81038523,"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":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.3944000005722046,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.3944000005722046,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.30559998750686646,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.04800000041723251,"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/certification","display_name":"Certification","score":0.6991000175476074},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.4147999882698059},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.38519999384880066},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.32659998536109924},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.2955000102519989}],"concepts":[{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.6991000175476074},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42989999055862427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4205000102519989},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.4147999882698059},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2989000082015991},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.2955000102519989},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26499998569488525},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3791274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3772318.3791274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W157365557","https://openalex.org/W1589382802","https://openalex.org/W1969677670","https://openalex.org/W1976860309","https://openalex.org/W2035068207","https://openalex.org/W2108554506","https://openalex.org/W2156196376","https://openalex.org/W2259920566","https://openalex.org/W2277478358","https://openalex.org/W2403343111","https://openalex.org/W2897042519","https://openalex.org/W2903596682","https://openalex.org/W2924765230","https://openalex.org/W2943207870","https://openalex.org/W2955849165","https://openalex.org/W3003328635","https://openalex.org/W3111292493","https://openalex.org/W3156205870","https://openalex.org/W3180969989","https://openalex.org/W3199522073","https://openalex.org/W3205685103","https://openalex.org/W4200375399","https://openalex.org/W4210983854","https://openalex.org/W4225095645","https://openalex.org/W4225295761","https://openalex.org/W4229447062","https://openalex.org/W4232488826","https://openalex.org/W4283032682","https://openalex.org/W4283155630","https://openalex.org/W4297156495","https://openalex.org/W4319299406","https://openalex.org/W4322763951","https://openalex.org/W4366548373","https://openalex.org/W4378942194","https://openalex.org/W4387051994","https://openalex.org/W4387415163","https://openalex.org/W4389453310","https://openalex.org/W4391309343","https://openalex.org/W4392223457","https://openalex.org/W4393079288","https://openalex.org/W4394591918","https://openalex.org/W4399364977","https://openalex.org/W4399989819","https://openalex.org/W4400610782","https://openalex.org/W4404061654","https://openalex.org/W4409361313","https://openalex.org/W4409722010","https://openalex.org/W4409749122","https://openalex.org/W4409749489","https://openalex.org/W4409750007","https://openalex.org/W4409887525","https://openalex.org/W4411550187","https://openalex.org/W4411708127","https://openalex.org/W4413789032","https://openalex.org/W4415230950","https://openalex.org/W4415256726"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2026-04-14T00:00:00"}
