{"id":"https://openalex.org/W3209119957","doi":"https://doi.org/10.1145/3459637.3482105","title":"FairER","display_name":"FairER","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W3209119957","doi":"https://doi.org/10.1145/3459637.3482105","mag":"3209119957"},"language":"en","primary_location":{"id":"doi:10.1145/3459637.3482105","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459637.3482105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03608623","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073440687","display_name":"Vasilis Efthymiou","orcid":"https://orcid.org/0000-0002-0683-030X"},"institutions":[{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vasilis Efthymiou","raw_affiliation_strings":["FORTH-ICS, Heraklion, Greece","ICS-FORTH - Institute of Computer Science [FORTH, Heraklion] (Foundation for Research and Technology - Hellas (FORTH)\r\nInstitute of Computer Science \r\nN. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete - Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FORTH-ICS, Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"ICS-FORTH - Institute of Computer Science [FORTH, Heraklion] (Foundation for Research and Technology - Hellas (FORTH)\r\nInstitute of Computer Science \r\nN. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete - Greece)","institution_ids":["https://openalex.org/I8901234","https://openalex.org/I4210121775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042740371","display_name":"Kostas Stefanidis","orcid":"https://orcid.org/0000-0003-1317-8062"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kostas Stefanidis","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047515620","display_name":"Evaggelia Pitoura","orcid":"https://orcid.org/0000-0002-3775-4995"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evaggelia Pitoura","raw_affiliation_strings":["University of Ioannina, Ioannina, Greece","University of Ioannina (45110 Ioannina - Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"University of Ioannina (45110 Ioannina - Greece)","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042003138","display_name":"Vassilis Christophides","orcid":"https://orcid.org/0000-0002-2076-1881"},"institutions":[{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vassilis Christophides","raw_affiliation_strings":["ENSEA, ETIS, Cergy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSEA, ETIS, Cergy, France","institution_ids":["https://openalex.org/I86175216"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073440687"],"corresponding_institution_ids":["https://openalex.org/I4210121775","https://openalex.org/I8901234"],"apc_list":null,"apc_paid":null,"fwci":2.5073,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89355395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3004","last_page":"3008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9984999895095825,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/computer-science","display_name":"Computer science","score":0.7845875024795532},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7160401940345764},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.668250322341919},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.5943149328231812},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4928617477416992},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4286056458950043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23708847165107727},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21850568056106567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10558831691741943}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7845875024795532},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7160401940345764},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.668250322341919},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.5943149328231812},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4928617477416992},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4286056458950043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23708847165107727},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21850568056106567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10558831691741943},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3459637.3482105","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459637.3482105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03608623v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03608623","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"30th ACM International Conference on Information & Knowledge Management (CIKM '21), Nov 2021, New York, France. &#x27E8;10.1145/3459637.3482105&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:hal-04319715v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04319715","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Nov 2023, Virtual Event Queensland Australia, Australia. pp.3004-3008, &#x27E8;10.1145/3459637.3482105&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:trepo.tuni.fi:10024/225655","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/225655","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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":null,"raw_type":"conference"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03608623v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03608623","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"30th ACM International Conference on Information & Knowledge Management (CIKM '21), Nov 2021, New York, France. &#x27E8;10.1145/3459637.3482105&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1680189815","https://openalex.org/W1982350890","https://openalex.org/W2052698082","https://openalex.org/W2096742765","https://openalex.org/W2119320829","https://openalex.org/W2416915331","https://openalex.org/W2704480242","https://openalex.org/W2763940251","https://openalex.org/W2798649495","https://openalex.org/W2900885930","https://openalex.org/W2927570825","https://openalex.org/W2957204582","https://openalex.org/W2962863665","https://openalex.org/W2964031043","https://openalex.org/W2966720878","https://openalex.org/W2970875249","https://openalex.org/W3011807731","https://openalex.org/W3013829347","https://openalex.org/W3030713612","https://openalex.org/W3086107884","https://openalex.org/W3086663505","https://openalex.org/W3092962901","https://openalex.org/W3101206394","https://openalex.org/W3102092462","https://openalex.org/W3103649566","https://openalex.org/W3176502563","https://openalex.org/W3179330268","https://openalex.org/W4288359825","https://openalex.org/W4294241863","https://openalex.org/W6737016370"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2383111961"],"abstract_inverted_index":{"There":[0],"is":[1],"an":[2],"urgent":[3],"call":[4],"to":[5,21,43,54,77],"detect":[6],"and":[7,45],"prevent":[8],"\"biased":[9],"data\"":[10],"at":[11],"the":[12,17,34,55,62],"earliest":[13],"possible":[14],"stage":[15],"of":[16,72],"data":[18,35,50],"pipelines":[19],"used":[20],"build":[22],"automated":[23],"decision-making":[24],"systems.":[25],"In":[26],"this":[27,89],"paper,":[28],"we":[29,81],"are":[30],"focusing":[31],"on":[32,95],"controlling":[33],"bias":[36],"in":[37],"entity":[38],"resolution":[39],"(ER)":[40],"tasks":[41],"aiming":[42],"discover":[44],"unify":[46],"records/descriptions":[47],"from":[48],"different":[49],"sources":[51],"that":[52,69,102],"refer":[53],"same":[56],"real-world":[57],"entity.":[58],"We":[59],"formally":[60],"define":[61],"ER":[63],"problem":[64,90],"with":[65],"fairness":[66,92],"constraints":[67],"ensuring":[68],"all":[70],"groups":[71],"entities":[73],"have":[74],"similar":[75,105],"chances":[76],"be":[78],"resolved.":[79],"Then,":[80],"introduce":[82],"FairER,":[83],"a":[84],"greedy":[85],"algorithm":[86],"for":[87,91],"solving":[88],"criteria":[93],"based":[94],"equal":[96],"matching":[97],"decisions.":[98],"Our":[99],"experiments":[100],"show":[101],"FairER":[103],"achieves":[104],"or":[106],"higher":[107],"accuracy":[108],"against":[109],"two":[110],"baseline":[111],"methods":[112],"over":[113],"7":[114],"datasets,":[115],"while":[116],"guaranteeing":[117],"minimal":[118],"bias.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2021-11-08T00:00:00"}
