{"id":"https://openalex.org/W4293530301","doi":"https://doi.org/10.1007/s10676-022-09634-1","title":"Characteristics and challenges in the industries towards responsible AI: a systematic literature review","display_name":"Characteristics and challenges in the industries towards responsible AI: a systematic literature review","publication_year":2022,"publication_date":"2022-08-29","ids":{"openalex":"https://openalex.org/W4293530301","doi":"https://doi.org/10.1007/s10676-022-09634-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10676-022-09634-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10676-022-09634-1","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013231659","display_name":"Marianna Anagnostou","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Marianna Anagnostou","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045820034","display_name":"Olga Karvounidou","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Olga Karvounidou","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043360096","display_name":"Chrysovalantou Katritzidaki","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chrysovalantou Katritzidaki","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080253992","display_name":"Christina Kechagia","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christina Kechagia","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075628184","display_name":"Kyriaki Melidou","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kyriaki Melidou","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042903574","display_name":"Eleni Mpeza","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Mpeza","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007919409","display_name":"Ioannis Konstantinidis","orcid":"https://orcid.org/0000-0002-4400-7074"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Konstantinidis","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0002-4400-7074","affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020696695","display_name":"Eleni Kapantai","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Kapantai","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058580350","display_name":"Christos Berberidis","orcid":"https://orcid.org/0000-0002-3938-7076"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Berberidis","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052257502","display_name":"Ioannis Magnisalis","orcid":"https://orcid.org/0000-0003-4122-5508"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Magnisalis","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056483007","display_name":"Vassilios Peristeras","orcid":"https://orcid.org/0000-0002-4889-3333"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilios Peristeras","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5013231659"],"corresponding_institution_ids":["https://openalex.org/I183898223"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":14.866,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.99121291,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"3","first_page":null,"last_page":null},"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":0.9947999715805054,"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":0.9947999715805054,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.947700023651123,"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/software-deployment","display_name":"Software deployment","score":0.749553918838501},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5674696564674377},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5263603925704956},{"id":"https://openalex.org/keywords/humanity","display_name":"Humanity","score":0.44904980063438416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4205991327762604},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.41401684284210205},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37497037649154663},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3612503409385681},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.35997211933135986},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3461770713329315},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.33306989073753357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27688294649124146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25031566619873047},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.22219029068946838},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.08669406175613403},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07828694581985474}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.749553918838501},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5674696564674377},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5263603925704956},{"id":"https://openalex.org/C2780422510","wikidata":"https://www.wikidata.org/wiki/Q17027938","display_name":"Humanity","level":2,"score":0.44904980063438416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4205991327762604},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.41401684284210205},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37497037649154663},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3612503409385681},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.35997211933135986},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3461770713329315},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33306989073753357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27688294649124146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25031566619873047},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.22219029068946838},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.08669406175613403},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07828694581985474},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10676-022-09634-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10676-022-09634-1","pdf_url":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W113751096","https://openalex.org/W1547183878","https://openalex.org/W1983444181","https://openalex.org/W1990430421","https://openalex.org/W2007310460","https://openalex.org/W2029490956","https://openalex.org/W2038782498","https://openalex.org/W2059391978","https://openalex.org/W2173766700","https://openalex.org/W2284268886","https://openalex.org/W2557671501","https://openalex.org/W2559047598","https://openalex.org/W2580906503","https://openalex.org/W2592549567","https://openalex.org/W2623293810","https://openalex.org/W2735465255","https://openalex.org/W2738428139","https://openalex.org/W2742136182","https://openalex.org/W2754106606","https://openalex.org/W2760062370","https://openalex.org/W2775142854","https://openalex.org/W2785255475","https://openalex.org/W2802635027","https://openalex.org/W2886834536","https://openalex.org/W2892538297","https://openalex.org/W2895399441","https://openalex.org/W2898457776","https://openalex.org/W2902634493","https://openalex.org/W2903202456","https://openalex.org/W2921764184","https://openalex.org/W2945500496","https://openalex.org/W2946265931","https://openalex.org/W2949448858","https://openalex.org/W2949750920","https://openalex.org/W2953522645","https://openalex.org/W2972048332","https://openalex.org/W2979409246","https://openalex.org/W2982643860","https://openalex.org/W2984831095","https://openalex.org/W2985355520","https://openalex.org/W2988293491","https://openalex.org/W2996166168","https://openalex.org/W2996541402","https://openalex.org/W2998528801","https://openalex.org/W3000309212","https://openalex.org/W3006186770","https://openalex.org/W3009201255","https://openalex.org/W3010485934","https://openalex.org/W3013526042","https://openalex.org/W3014207414","https://openalex.org/W3014401499","https://openalex.org/W3017099204","https://openalex.org/W3020709824","https://openalex.org/W3021908743","https://openalex.org/W3022748548","https://openalex.org/W3025642165","https://openalex.org/W3026607820","https://openalex.org/W3030173472","https://openalex.org/W3033316146","https://openalex.org/W3034465384","https://openalex.org/W3040261758","https://openalex.org/W3043580899","https://openalex.org/W3044676278","https://openalex.org/W3086596234","https://openalex.org/W3092181727","https://openalex.org/W3105829331","https://openalex.org/W3122332567","https://openalex.org/W3125569121","https://openalex.org/W3188368539","https://openalex.org/W4213439260","https://openalex.org/W4229632424","https://openalex.org/W4235762696","https://openalex.org/W4245590854","https://openalex.org/W4248093887","https://openalex.org/W4251512016","https://openalex.org/W4321835850","https://openalex.org/W6678087030","https://openalex.org/W6756181711","https://openalex.org/W6769306134"],"related_works":["https://openalex.org/W2383552774","https://openalex.org/W2369613780","https://openalex.org/W2390120949","https://openalex.org/W2384237832","https://openalex.org/W2358247393","https://openalex.org/W2381199182","https://openalex.org/W2361406624","https://openalex.org/W2390750281","https://openalex.org/W2377568280","https://openalex.org/W4224212510"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":17}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}