{"id":"https://openalex.org/W3176165774","doi":"https://doi.org/10.1145/3430665.3456311","title":"Educating Computer Science Students about Algorithmic Fairness, Accountability, Transparency and Ethics","display_name":"Educating Computer Science Students about Algorithmic Fairness, Accountability, Transparency and Ethics","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3176165774","doi":"https://doi.org/10.1145/3430665.3456311","mag":"3176165774"},"language":"en","primary_location":{"id":"doi:10.1145/3430665.3456311","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430665.3456311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/5084362","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046170653","display_name":"Maria Kasinidou","orcid":"https://orcid.org/0000-0002-2438-9095"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Maria Kasinidou","raw_affiliation_strings":["Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060058868","display_name":"Styliani Kleanthous","orcid":"https://orcid.org/0000-0003-1594-1340"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Styliani Kleanthous","raw_affiliation_strings":["Open University of Cyprus & CYENS Centre of Excellence, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open University of Cyprus & CYENS Centre of Excellence, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025866969","display_name":"Kalia Orphanou","orcid":"https://orcid.org/0000-0003-1351-2489"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Kalia Orphanou","raw_affiliation_strings":["Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028278233","display_name":"Jahna Otterbacher","orcid":"https://orcid.org/0000-0002-7655-7118"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Jahna Otterbacher","raw_affiliation_strings":["Open University of Cyprus & CYENS Centre of Excellence, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open University of Cyprus & CYENS Centre of Excellence, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046170653"],"corresponding_institution_ids":["https://openalex.org/I59746437"],"apc_list":null,"apc_paid":null,"fwci":2.4405,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89631554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"484","last_page":"490"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9617999792098999,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9580000042915344,"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/perception","display_name":"Perception","score":0.75296550989151},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6909658908843994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.656054675579071},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.6428514719009399},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5381098389625549},{"id":"https://openalex.org/keywords/computer-ethics","display_name":"Computer ethics","score":0.5080327987670898},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.31656837463378906},{"id":"https://openalex.org/keywords/information-ethics","display_name":"Information ethics","score":0.21188637614250183},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1715431809425354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14380425214767456},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10981711745262146},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.10107991099357605}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.75296550989151},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6909658908843994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656054675579071},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.6428514719009399},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5381098389625549},{"id":"https://openalex.org/C129362959","wikidata":"https://www.wikidata.org/wiki/Q1122446","display_name":"Computer ethics","level":4,"score":0.5080327987670898},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31656837463378906},{"id":"https://openalex.org/C93474598","wikidata":"https://www.wikidata.org/wiki/Q1662553","display_name":"Information ethics","level":2,"score":0.21188637614250183},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1715431809425354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14380425214767456},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10981711745262146},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.10107991099357605},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C197549326","wikidata":"https://www.wikidata.org/wiki/Q56003","display_name":"Meta-ethics","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3430665.3456311","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430665.3456311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 1","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:5084362","is_oa":true,"landing_page_url":"https://zenodo.org/record/5084362","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:5084362","is_oa":true,"landing_page_url":"https://zenodo.org/record/5084362","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3576037094","display_name":null,"funder_award_id":"739578","funder_id":"https://openalex.org/F4320330084","funder_display_name":"Research and Innovation Foundation"},{"id":"https://openalex.org/G7653984940","display_name":null,"funder_award_id":"EXCELLENCE/0918/0086","funder_id":"https://openalex.org/F4320330084","funder_display_name":"Research and Innovation Foundation"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8167109983","display_name":null,"funder_award_id":"810105","funder_id":"https://openalex.org/F4320330084","funder_display_name":"Research and Innovation Foundation"},{"id":"https://openalex.org/G8821895628","display_name":null,"funder_award_id":"739578 & 810105","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8825426903","display_name":"Cyprus Center for Algorithmic Transparency","funder_award_id":"810105","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G992966723","display_name":null,"funder_award_id":"739578","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320330084","display_name":"Research and Innovation Foundation","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2090615758","https://openalex.org/W2123001910","https://openalex.org/W2150104072","https://openalex.org/W2263936035","https://openalex.org/W2588194244","https://openalex.org/W2591615201","https://openalex.org/W2618631885","https://openalex.org/W2750144484","https://openalex.org/W2786004891","https://openalex.org/W2787955716","https://openalex.org/W2792183666","https://openalex.org/W2795743913","https://openalex.org/W2796133875","https://openalex.org/W2883233195","https://openalex.org/W2889989236","https://openalex.org/W2926898503","https://openalex.org/W2937013183","https://openalex.org/W2940680165","https://openalex.org/W2942227409","https://openalex.org/W2953570462","https://openalex.org/W2954870332","https://openalex.org/W2963392941","https://openalex.org/W2963588812","https://openalex.org/W2964031043","https://openalex.org/W2964256806","https://openalex.org/W2964316623","https://openalex.org/W2964583491","https://openalex.org/W2966100557","https://openalex.org/W2994056986","https://openalex.org/W2997732765","https://openalex.org/W3001807593","https://openalex.org/W3002654242","https://openalex.org/W3029022080","https://openalex.org/W3042877908","https://openalex.org/W3099361686","https://openalex.org/W3135019878","https://openalex.org/W4288359825","https://openalex.org/W4296978576","https://openalex.org/W4298421000","https://openalex.org/W4300071243"],"related_works":["https://openalex.org/W2494121465","https://openalex.org/W4377233172","https://openalex.org/W1854749775","https://openalex.org/W4312971597","https://openalex.org/W2129556718","https://openalex.org/W1970818898","https://openalex.org/W2350665531","https://openalex.org/W2906160980","https://openalex.org/W2154949144","https://openalex.org/W3199802296"],"abstract_inverted_index":{"Professionals":[0],"are":[1],"increasingly":[2],"relying":[3],"on":[4,31,37,58,67,74,96],"algorithmic":[5,11,38,52,77,123,139],"systems":[6,142],"for":[7,146],"decision":[8,124,140],"making":[9],"however,":[10],"decisions":[12],"occasionally":[13],"perceived":[14],"as":[15,112,114],"biased":[16],"or":[17],"not":[18],"just.":[19],"Prior":[20],"work":[21],"has":[22],"provided":[23],"evidences":[24],"that":[25,100],"education":[26],"can":[27,60,104],"make":[28,105],"a":[29,65,72,101,106],"difference":[30,107],"the":[32,115,118],"perception":[33,48,95,111],"of":[34,49,117],"young":[35],"developers":[36],"fairness.":[39],"In":[40],"this":[41],"paper,":[42],"we":[43,137],"investigate":[44],"computer":[45],"science":[46],"students'":[47],"FATE":[50,59,68,75,121,134],"in":[51,76,108,122],"decision-making":[53,78],"and":[54,79,93,110,132],"whether":[55],"their":[56,91],"views":[57],"be":[61,130,144],"changed":[62],"by":[63],"attending":[64],"seminar":[66,73,103],"topics.":[69],"Participants":[70],"attended":[71],"they":[80],"were":[81],"asked":[82],"to":[83,85,89,129,143],"respond":[84],"two":[86],"online":[87],"questionnaires":[88],"measure":[90],"pre-":[92],"post-seminar":[94],"FATE.":[97],"Results":[98],"show":[99],"short":[102],"understanding":[109],"well":[113],"attitude":[116],"students":[119],"towards":[120],"support.":[125],"CS":[126],"curricula":[127],"need":[128],"updated":[131],"include":[133],"topics":[135],"if":[136],"want":[138],"support":[141],"just":[145],"all.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}