{"id":"https://openalex.org/W2735266846","doi":"https://doi.org/10.1145/3091478.3098864","title":"Algorithmic Fairness in Online Information Mediating Systems","display_name":"Algorithmic Fairness in Online Information Mediating Systems","publication_year":2017,"publication_date":"2017-06-25","ids":{"openalex":"https://openalex.org/W2735266846","doi":"https://doi.org/10.1145/3091478.3098864","mag":"2735266846"},"language":"en","primary_location":{"id":"doi:10.1145/3091478.3098864","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3091478.3098864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Web Science Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/3d750fc0-e601-48a0-a854-b8bb78b01622","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005249755","display_name":"Ansgar Koene","orcid":"https://orcid.org/0000-0002-7608-623X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ansgar Koene","raw_affiliation_strings":["University of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059379788","display_name":"Elvira P\u00e9rez Vallejos","orcid":"https://orcid.org/0000-0002-0258-9440"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elvira Perez","raw_affiliation_strings":["University of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032649554","display_name":"Sofia Ceppi","orcid":null},"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":"Sofia Ceppi","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004220968","display_name":"Michael Rovatsos","orcid":"https://orcid.org/0000-0003-2517-6283"},"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":"Michael Rovatsos","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054729803","display_name":"Helena Webb","orcid":"https://orcid.org/0000-0002-4303-7773"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Helena Webb","raw_affiliation_strings":["University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029848427","display_name":"Menisha Patel","orcid":"https://orcid.org/0009-0005-1748-5256"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Menisha Patel","raw_affiliation_strings":["University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023741875","display_name":"Marina Jirotka","orcid":"https://orcid.org/0000-0002-6088-3955"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marina Jirotka","raw_affiliation_strings":["University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064023160","display_name":"Giles Lane","orcid":"https://orcid.org/0000-0001-5222-4469"},"institutions":[{"id":"https://openalex.org/I4210107633","display_name":"Proboscis","ror":"https://ror.org/01qte9y06","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210107633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giles Lane","raw_affiliation_strings":["Proboscis, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Proboscis, London, United Kingdom","institution_ids":["https://openalex.org/I4210107633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"392"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7752672433853149},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5742290019989014},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5690948367118835},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5604873299598694},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5364993214607239},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32883501052856445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7752672433853149},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5742290019989014},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5690948367118835},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5604873299598694},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5364993214607239},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32883501052856445},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3091478.3098864","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3091478.3098864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Web Science Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:eecff0a0-5fec-4833-a2cb-22631b0aff9c","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:eecff0a0-5fec-4833-a2cb-22631b0aff9c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference item"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/3d750fc0-e601-48a0-a854-b8bb78b01622","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/3d750fc0-e601-48a0-a854-b8bb78b01622","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Koene, A, Ceppi, S, Webb, H, Patel, M, Perez, E, Lane, G, Jirotka, M & Rovatsos, M 2017, Algorithmic fairness in online information mediating systems (Extended Abstract). in WebSci '17 Proceedings of the 2017 ACM on Web Science Conference. Troy, NY, USA, pp. 391-392, 2017 ACM on Web Science Conference, Troy, New York, United States, 25/06/17. https://doi.org/10.1145/3091478.3098864","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/3d750fc0-e601-48a0-a854-b8bb78b01622","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11820/3d750fc0-e601-48a0-a854-b8bb78b01622","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/3d750fc0-e601-48a0-a854-b8bb78b01622","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/3d750fc0-e601-48a0-a854-b8bb78b01622","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Koene, A, Ceppi, S, Webb, H, Patel, M, Perez, E, Lane, G, Jirotka, M & Rovatsos, M 2017, Algorithmic fairness in online information mediating systems (Extended Abstract). in WebSci '17 Proceedings of the 2017 ACM on Web Science Conference. Troy, NY, USA, pp. 391-392, 2017 ACM on Web Science Conference, Troy, New York, United States, 25/06/17. https://doi.org/10.1145/3091478.3098864","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5438673687","display_name":null,"funder_award_id":"EP/N02785X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7856825579","display_name":null,"funder_award_id":"EP/M02315X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2014352947","https://openalex.org/W2100960835","https://openalex.org/W2524301210","https://openalex.org/W2762694293"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W3186538219","https://openalex.org/W2365677836","https://openalex.org/W2531295127","https://openalex.org/W2355063696"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"the":[3,10,20,23,31,62,76,108],"challenges":[4],"around":[5],"fair":[6],"information":[7],"access":[8],"when":[9],"limits":[11],"of":[12,35,61,64,90,100,111],"human":[13,112],"attention":[14],"require":[15],"algorithmic":[16,65,116],"assistance":[17],"for":[18,45],"'finding":[19],"diamond":[21],"in":[22,47],"coal":[24],"mountain'.":[25],"While":[26],"often":[27],"demanded":[28],"by":[29,67],"users,":[30,101],"seemingly":[32],"intuitive":[33],"concept":[34],"fairness":[36,66,91],"has":[37],"proven":[38],"to":[39,43,107],"be":[40],"very":[41],"difficult":[42],"operationalise":[44],"implementation":[46],"algorithms.":[48],"Here":[49],"we":[50,85],"present":[51],"two":[52],"pilot":[53],"studies":[54],"aimed":[55],"at":[56,87],"getting":[57],"a":[58,72,78,88],"better":[59],"understanding":[60],"conceptualisation":[63],"users.":[68],"The":[69],"first":[70],"was":[71],"multi-stakeholder":[73],"focus-group":[74],"discussion,":[75],"second":[77],"user":[79],"experiment/questionnaire.":[80],"Based":[81],"on":[82,96],"our":[83],"data":[84],"arrive":[86],"picture":[89],"that":[92],"is":[93],"highly":[94],"dependent":[95],"context":[97],"and":[98,102],"informedness":[99],"possibly":[103],"inherently":[104],"misleading":[105],"due":[106],"implied":[109],"projecting":[110],"intentions":[113],"onto":[114],"an":[115],"process.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}