{"id":"https://openalex.org/W4409748926","doi":"https://doi.org/10.1145/3706598.3714402","title":"Fairness by Design: Cross-Cultural Perspectives from Children on AI and Fair Data Processing in their Education Futures","display_name":"Fairness by Design: Cross-Cultural Perspectives from Children on AI and Fair Data Processing in their Education Futures","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409748926","doi":"https://doi.org/10.1145/3706598.3714402"},"language":"en","primary_location":{"id":"doi:10.1145/3706598.3714402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714402","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706598.3714402","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028611952","display_name":"Ay\u00e7a Atabey","orcid":"https://orcid.org/0000-0003-3165-6750"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ay\u00e7a Atabey","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-3165-6750","affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027892516","display_name":"Cara Wilson","orcid":"https://orcid.org/0000-0002-2958-2230"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cara Wilson","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2958-2230","affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029408633","display_name":"Lachlan Urquhart","orcid":"https://orcid.org/0000-0001-5144-5024"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lachlan D Urquhart","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-5144-5024","affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011572139","display_name":"Burkhard Sch\u00e4fer","orcid":"https://orcid.org/0000-0002-6025-4593"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Burkhard Schafer","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6025-4593","affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9923999905586243,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9923999905586243,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9836999773979187,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/futures-contract","display_name":"Futures contract","score":0.8742693662643433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5036217570304871},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.43086913228034973},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.42067956924438477},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3322094678878784},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1380121111869812},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.11757209897041321},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.097866952419281}],"concepts":[{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.8742693662643433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5036217570304871},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.43086913228034973},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.42067956924438477},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3322094678878784},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1380121111869812},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.11757209897041321},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.097866952419281}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3706598.3714402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714402","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/62a552a4-e9fa-4f2d-bbd4-92332cc470cb","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/62a552a4-e9fa-4f2d-bbd4-92332cc470cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":"Atabey, A, Wilson, C, Urquhart, L & Schafer, B 2025, Fairness by design : Cross-cultural perspectives from children on AI and fair data processing in their education futures. in N Yamashita, V Evers & K Yatani (eds), CHI '25 : Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, 26 April - 1 May., 1067, New York, pp. 1-20. https://doi.org/10.1145/3706598.3714402","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/62a552a4-e9fa-4f2d-bbd4-92332cc470cb","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/62a552a4-e9fa-4f2d-bbd4-92332cc470cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":"Atabey, A, Wilson, C, Urquhart, L & Schafer, B 2025, Fairness by design : Cross-cultural perspectives from children on AI and fair data processing in their education futures. in N Yamashita, V Evers & K Yatani (eds), CHI '25 : Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, 26 April - 1 May., 1067, New York, pp. 1-20. https://doi.org/10.1145/3706598.3714402","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1145/3706598.3714402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714402","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W1979290264","https://openalex.org/W2009528117","https://openalex.org/W2061849810","https://openalex.org/W2065450758","https://openalex.org/W2088321752","https://openalex.org/W2115903714","https://openalex.org/W2135467813","https://openalex.org/W2164810125","https://openalex.org/W2296463440","https://openalex.org/W2441546371","https://openalex.org/W2609794377","https://openalex.org/W2744031157","https://openalex.org/W2773560169","https://openalex.org/W2808087006","https://openalex.org/W2898154897","https://openalex.org/W2912423735","https://openalex.org/W2942119556","https://openalex.org/W2948638627","https://openalex.org/W2953069263","https://openalex.org/W2974927358","https://openalex.org/W2985033890","https://openalex.org/W2986074609","https://openalex.org/W2995349716","https://openalex.org/W3009499878","https://openalex.org/W3028728059","https://openalex.org/W3031082493","https://openalex.org/W3032307231","https://openalex.org/W3034457820","https://openalex.org/W3037611544","https://openalex.org/W3045162732","https://openalex.org/W3045392369","https://openalex.org/W3134738515","https://openalex.org/W3138153271","https://openalex.org/W3160532883","https://openalex.org/W3163570674","https://openalex.org/W3166218407","https://openalex.org/W3174208514","https://openalex.org/W3176411932","https://openalex.org/W3181055777","https://openalex.org/W4210932235","https://openalex.org/W4213225049","https://openalex.org/W4213331442","https://openalex.org/W4220748327","https://openalex.org/W4225095645","https://openalex.org/W4241649421","https://openalex.org/W4292081290","https://openalex.org/W4292528167","https://openalex.org/W4297156593","https://openalex.org/W4309618907","https://openalex.org/W4318474896","https://openalex.org/W4361853353","https://openalex.org/W4366400133","https://openalex.org/W4366551161","https://openalex.org/W4366597739","https://openalex.org/W4367159404","https://openalex.org/W4378375859","https://openalex.org/W4379473427","https://openalex.org/W4380318178","https://openalex.org/W4380442299","https://openalex.org/W4380479537","https://openalex.org/W4380668144","https://openalex.org/W4383534350","https://openalex.org/W4383681538","https://openalex.org/W4386639927","https://openalex.org/W4386896824","https://openalex.org/W4387048299","https://openalex.org/W4387344911","https://openalex.org/W4391750860","https://openalex.org/W4392678177","https://openalex.org/W4393004056","https://openalex.org/W4393159892","https://openalex.org/W4396832535","https://openalex.org/W4396832704","https://openalex.org/W4396833342","https://openalex.org/W4399333457","https://openalex.org/W4399667844","https://openalex.org/W4399667856","https://openalex.org/W4399667867","https://openalex.org/W4399668785","https://openalex.org/W4400044698","https://openalex.org/W4400118952","https://openalex.org/W4400482554","https://openalex.org/W4400667281","https://openalex.org/W4403004269","https://openalex.org/W6969084203"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2200638682","https://openalex.org/W2494020708","https://openalex.org/W2080194917","https://openalex.org/W2230611034","https://openalex.org/W4387762087","https://openalex.org/W2069474937","https://openalex.org/W3124189739"],"abstract_inverted_index":{"AI-driven":[0],"educational":[1],"technologies":[2],"(AI-EdTech)":[3],"process":[4],"extensive":[5],"data,":[6],"raising":[7],"concerns":[8],"about":[9],"commercial":[10],"exploitation":[11],"of":[12,102,114],"children's":[13,38,49,96,115,143],"data":[14,29,34,140],"and":[15,22,40,69,85,91,126,132,139,145],"risks":[16],"to":[17,72,135],"their":[18],"privacy,":[19],"wellbeing,":[20],"agency,":[21],"legal":[23,133],"rights.":[24,146],"The":[25],"\u2018fairness":[26,103],"principle\u2019":[27],"in":[28,56,60,89,124],"protection":[30],"law":[31,68],"requires":[32],"fair":[33],"processing":[35],"that":[36],"meets":[37],"expectations":[39],"avoids":[41],"unexpected,":[42],"detrimental,":[43],"discriminatory,":[44],"or":[45],"misleading":[46],"practices.":[47],"However,":[48],"own":[50],"perspectives":[51,97,116],"on":[52,117],"what":[53,74],"fairness":[54,75,119],"means":[55,76],"AI-EdTech":[57,125,137],"are":[58],"underexplored":[59],"design.":[61],"This":[62],"study":[63],"bridges":[64],"the":[65,100],"gap":[66],"between":[67],"design":[70,131,138],"research":[71],"contextualize":[73],"through":[77],"co-design":[78],"workshops":[79],"with":[80,142],"72":[81],"children":[82],"(aged":[83],"10\u201312)":[84],"4":[86],"teachers":[87],"(N=76)":[88],"Scotland":[90],"T\u00fcrkiye.":[92],"We":[93],"examine":[94],"how":[95,118],"can":[98],"inform":[99],"operationalization":[101],"by":[104],"design\u2019":[105],"for":[106,129],"AI-EdTech.":[107],"Our":[108],"contributions":[109],"include:":[110],"(1)":[111],"an":[112],"understanding":[113],"manifests":[120],"(or":[121],"does":[122],"not)":[123],"(2)":[127],"recommendations":[128],"both":[130],"communities":[134],"align":[136],"practices":[141],"values":[144]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
