{"id":"https://openalex.org/W3170631662","doi":"https://doi.org/10.1145/3430895.3462228","title":"Revisiting Transparency and Fairness in Algorithmic Systems Through the Lens of Public Education and Engagement","display_name":"Revisiting Transparency and Fairness in Algorithmic Systems Through the Lens of Public Education and Engagement","publication_year":2021,"publication_date":"2021-06-06","ids":{"openalex":"https://openalex.org/W3170631662","doi":"https://doi.org/10.1145/3430895.3462228","mag":"3170631662"},"language":"en","primary_location":{"id":"doi:10.1145/3430895.3462228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430895.3462228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth ACM Conference on Learning @ Scale","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/A5054624773","display_name":"Motahhare Eslami","orcid":"https://orcid.org/0000-0002-1499-3045"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Motahhare Eslami","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054624773"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10151927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"13"},"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":0.9966999888420105,"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":0.9966999888420105,"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/T13081","display_name":"Digital Education and Society","score":0.9451000094413757,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/transparency","display_name":"Transparency (behavior)","score":0.9500472545623779},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.7397333979606628},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757633686065674},{"id":"https://openalex.org/keywords/through-the-lens-metering","display_name":"Through-the-lens metering","score":0.656360387802124},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.46913573145866394},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.4559139013290405},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4252944886684418},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4176105558872223},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.262162983417511},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.24579361081123352},{"id":"https://openalex.org/keywords/lens","display_name":"Lens (geology)","score":0.24236002564430237},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13568732142448425},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1108163595199585},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08872196078300476}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.9500472545623779},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.7397333979606628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757633686065674},{"id":"https://openalex.org/C43091099","wikidata":"https://www.wikidata.org/wiki/Q1067788","display_name":"Through-the-lens metering","level":3,"score":0.656360387802124},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.46913573145866394},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.4559139013290405},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4252944886684418},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4176105558872223},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.262162983417511},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.24579361081123352},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.24236002564430237},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13568732142448425},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1108163595199585},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08872196078300476},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3430895.3462228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430895.3462228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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/W3199802296","https://openalex.org/W3170631662"],"abstract_inverted_index":{"The":[0],"power,":[1],"opacity,":[2],"and":[3,18,33,62,71],"bias":[4],"of":[5,31,59,68],"algorithmic":[6,42,60,75],"systems":[7,43,76],"have":[8],"opened":[9],"up":[10],"new":[11],"research":[12],"areas":[13],"for":[14],"bringing":[15],"transparency,":[16],"fairness,":[17],"accountability":[19],"into":[20],"these":[21,29,50,91],"systems.":[22,92],"In":[23],"this":[24],"talk,":[25],"I":[26,54],"will":[27],"revisit":[28],"lines":[30],"work,":[32],"argue":[34],"that":[35],"while":[36],"they":[37],"are":[38,47],"critical":[39],"to":[40,79,83],"making":[41],"responsible,":[44],"fresh":[45],"perspectives":[46],"needed":[48],"when":[49],"efforts":[51,73],"fall":[52],"short.":[53],"particularly":[55],"discuss":[56],"the":[57,66],"necessity":[58],"literacy":[61],"public":[63],"education":[64],"about":[65],"shortcomings":[67],"existing":[69],"transparency":[70],"fairness":[72],"in":[74,77,88],"order":[78],"enable":[80],"everyday":[81],"users":[82],"make":[84],"more":[85],"informed":[86],"decisions":[87],"interactions":[89],"with":[90]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
