{"id":"https://openalex.org/W4403094388","doi":"https://doi.org/10.1109/access.2024.3473314","title":"MAG-BERT-ARL for Fair Automated Video Interview Assessment","display_name":"MAG-BERT-ARL for Fair Automated Video Interview Assessment","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403094388","doi":"https://doi.org/10.1109/access.2024.3473314"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3473314","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3473314","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3473314","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113415878","display_name":"Bimasena Putra","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Bimasena Putra","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066073372","display_name":"Kurniawati Azizah","orcid":"https://orcid.org/0000-0002-3217-7025"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kurniawati Azizah","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005680805","display_name":"Candy Olivia Mawalim","orcid":"https://orcid.org/0000-0001-9853-8893"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Candy Olivia Mawalim","raw_affiliation_strings":["Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107733313","display_name":"Ikhlasul Akmal Hanif","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ikhlasul Akmal Hanif","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040108974","display_name":"Sakriani Sakti","orcid":"https://orcid.org/0000-0001-5509-8963"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sakriani Sakti","raw_affiliation_strings":["Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112228635","display_name":"Chee Wee Leong","orcid":null},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chee Wee Leong","raw_affiliation_strings":["Educational Testing Service, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, Princeton, NJ, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080920610","display_name":"Shogo Okada","orcid":"https://orcid.org/0000-0002-9260-0403"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shogo Okada","raw_affiliation_strings":["Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113415878"],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0319,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81109099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"145188","last_page":"145205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9021000266075134,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9021000266075134,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7280046939849854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7280046939849854}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3473314","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3473314","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2dbb3cb8e5334eee89b76ac03645fecc","is_oa":true,"landing_page_url":"https://doaj.org/article/2dbb3cb8e5334eee89b76ac03645fecc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 145188-145205 (2024)","raw_type":"article"},{"id":"pmh:oai:irdb.nii.ac.jp:01146:0007224535","is_oa":true,"landing_page_url":"https://naist.repo.nii.ac.jp/records/2001308","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3473314","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3473314","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2014352947","https://openalex.org/W2063559185","https://openalex.org/W2069143585","https://openalex.org/W2085662862","https://openalex.org/W2107092366","https://openalex.org/W2158192499","https://openalex.org/W2192412620","https://openalex.org/W2194775991","https://openalex.org/W2330562562","https://openalex.org/W2548431713","https://openalex.org/W2786510204","https://openalex.org/W2786879748","https://openalex.org/W2807126412","https://openalex.org/W2896457183","https://openalex.org/W2968009374","https://openalex.org/W3003827126","https://openalex.org/W3032920906","https://openalex.org/W3034266838","https://openalex.org/W3085380432","https://openalex.org/W3091960521","https://openalex.org/W3094268584","https://openalex.org/W3135773605","https://openalex.org/W3142352692","https://openalex.org/W3156313717","https://openalex.org/W3171461882","https://openalex.org/W3199396412","https://openalex.org/W3199814529","https://openalex.org/W4206084090","https://openalex.org/W4247958178","https://openalex.org/W4283384010","https://openalex.org/W4287112413","https://openalex.org/W4287728774","https://openalex.org/W4304014782","https://openalex.org/W4310261382","https://openalex.org/W4387789492","https://openalex.org/W4393159609","https://openalex.org/W6687483927","https://openalex.org/W6728551298","https://openalex.org/W6734194636","https://openalex.org/W6737947904","https://openalex.org/W6739901393","https://openalex.org/W6748356285","https://openalex.org/W6755310813","https://openalex.org/W6766132365","https://openalex.org/W6779706942","https://openalex.org/W6779917883","https://openalex.org/W6783213970","https://openalex.org/W6798408844","https://openalex.org/W6803376173","https://openalex.org/W6838236704","https://openalex.org/W6838852638","https://openalex.org/W6847363464","https://openalex.org/W7058159095"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Potential":[0],"biases":[1],"within":[2],"automated":[3,39],"video":[4,40],"interview":[5,41],"assessment":[6,42],"algorithms":[7],"may":[8],"disadvantage":[9],"specific":[10],"demographics":[11],"due":[12],"to":[13,72,112,121,133],"the":[14,23,64,74,87,97,115,124,136,142,152],"collection":[15],"of":[16,76,144,154],"sensitive":[17,48],"attributes,":[18],"which":[19],"are":[20],"regulated":[21],"by":[22,79],"General":[24],"Data":[25],"Protection":[26],"Regulation":[27],"(GDPR).":[28],"To":[29],"mitigate":[30],"these":[31],"fairness":[32,128],"concerns,":[33],"this":[34],"research":[35],"introduces":[36],"MAG-BERT-ARL,":[37],"an":[38],"system":[43],"that":[44],"eliminates":[45],"reliance":[46],"on":[47,86,158],"attributes.":[49],"MAG-BERT-ARL":[50],"integrates":[51],"Multimodal":[52],"Adaptation":[53],"Gate":[54],"and":[55,92,118,127,150],"Bidirectional":[56],"Encoder":[57],"Representations":[58],"from":[59],"Transformers":[60],"(MAG-BERT)":[61],"model":[62,105],"with":[63],"Adversarially":[65],"Reweighted":[66],"Learning":[67],"(ARL).":[68],"This":[69],"integration":[70],"aims":[71],"improve":[73],"performance":[75,106],"underrepresented":[77],"groups":[78],"promoting":[80],"Rawlsian":[81],"Max-Min":[82],"Fairness.":[83],"Through":[84],"experiments":[85],"Educational":[88],"Testing":[89],"Service":[90],"(ETS)":[91],"First":[93],"Impressions":[94],"(FI)":[95],"datasets,":[96],"proposed":[98],"method":[99],"demonstrates":[100],"its":[101],"effectiveness":[102],"in":[103,114,123,135],"optimizing":[104],"(increasing":[107],"Pearson":[108],"correlation":[109],"coefficient":[110],"up":[111,120,132],"0.17":[113],"FI":[116],"dataset":[117],"precision":[119],"0.39":[122],"ETS":[125,137],"dataset)":[126],"(reducing":[129],"equal":[130],"accuracy":[131],"0.11":[134],"dataset).":[138],"The":[139],"findings":[140],"underscore":[141],"significance":[143],"integrating":[145],"fairness-enhancing":[146],"techniques":[147],"like":[148],"ARL":[149],"highlight":[151],"impact":[153],"incorporating":[155],"nonverbal":[156],"cues":[157],"hiring":[159],"decisions.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}