{"id":"https://openalex.org/W3134853027","doi":"https://doi.org/10.1145/3437963.3441660","title":"WSDM 2021 Tutorial on Systematic Challenges and Computational Solutions on Bias and Unfairness in Peer Review","display_name":"WSDM 2021 Tutorial on Systematic Challenges and Computational Solutions on Bias and Unfairness in Peer Review","publication_year":2021,"publication_date":"2021-03-06","ids":{"openalex":"https://openalex.org/W3134853027","doi":"https://doi.org/10.1145/3437963.3441660","mag":"3134853027"},"language":"en","primary_location":{"id":"doi:10.1145/3437963.3441660","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3437963.3441660","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441660","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441660","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034272491","display_name":"Nihar B. Shah","orcid":"https://orcid.org/0000-0001-5158-9677"},"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":"Nihar B. Shah","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"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/A5034272491"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":2.0185,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91576167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1131","last_page":"1133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9652000069618225,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9602000117301941,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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":0.6701315641403198},{"id":"https://openalex.org/keywords/peer-review","display_name":"Peer review","score":0.6476508975028992},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4614909887313843},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45263540744781494},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.34119459986686707},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3275830149650574},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23720231652259827},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18332043290138245},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11720553040504456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701315641403198},{"id":"https://openalex.org/C138368954","wikidata":"https://www.wikidata.org/wiki/Q215028","display_name":"Peer review","level":2,"score":0.6476508975028992},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4614909887313843},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45263540744781494},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34119459986686707},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3275830149650574},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23720231652259827},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18332043290138245},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11720553040504456},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3437963.3441660","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3437963.3441660","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441660","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3437963.3441660","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3437963.3441660","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441660","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6499999761581421,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2835527574","display_name":null,"funder_award_id":"1942124","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3134853027.pdf","grobid_xml":"https://content.openalex.org/works/W3134853027.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W163935083","https://openalex.org/W1129480147","https://openalex.org/W1519104220","https://openalex.org/W1550927947","https://openalex.org/W1558752712","https://openalex.org/W1969327548","https://openalex.org/W1971648300","https://openalex.org/W1971814199","https://openalex.org/W1982976269","https://openalex.org/W1984187188","https://openalex.org/W2012950673","https://openalex.org/W2017082987","https://openalex.org/W2017899036","https://openalex.org/W2020923252","https://openalex.org/W2023754051","https://openalex.org/W2043948277","https://openalex.org/W2044376135","https://openalex.org/W2070736469","https://openalex.org/W2077576892","https://openalex.org/W2079468833","https://openalex.org/W2090999536","https://openalex.org/W2091152488","https://openalex.org/W2093375346","https://openalex.org/W2098649057","https://openalex.org/W2109177882","https://openalex.org/W2145562323","https://openalex.org/W2155203104","https://openalex.org/W2169942052","https://openalex.org/W2273766569","https://openalex.org/W2334575815","https://openalex.org/W2399506273","https://openalex.org/W2473242869","https://openalex.org/W2527516663","https://openalex.org/W2552323286","https://openalex.org/W2564532471","https://openalex.org/W2586140182","https://openalex.org/W2616814706","https://openalex.org/W2745560456","https://openalex.org/W2752524112","https://openalex.org/W2768281947","https://openalex.org/W2788017180","https://openalex.org/W2808674837","https://openalex.org/W2949974046","https://openalex.org/W2950577125","https://openalex.org/W2964212609","https://openalex.org/W2998387619","https://openalex.org/W3008478051","https://openalex.org/W3030787447","https://openalex.org/W3039201822","https://openalex.org/W3046802871","https://openalex.org/W3097483922","https://openalex.org/W3102702371","https://openalex.org/W3109845773","https://openalex.org/W3157464625","https://openalex.org/W3173368063","https://openalex.org/W3176350547","https://openalex.org/W4254486487","https://openalex.org/W4285719527","https://openalex.org/W4292887282"],"related_works":["https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W1543056659","https://openalex.org/W2410591377","https://openalex.org/W2323113755","https://openalex.org/W2526386912","https://openalex.org/W1973856091","https://openalex.org/W4234565803","https://openalex.org/W2359476398","https://openalex.org/W2768040835"],"abstract_inverted_index":{"Peer":[0],"review":[1,10,58],"is":[2,11,23],"the":[3,27,40,56,70],"backbone":[4],"of":[5,31,42,45,53,74],"scientific":[6,19],"research.":[7],"Yet":[8],"peer":[9,57],"called":[12],"\"biased,\"":[13],"\"broken,\"":[14],"and":[15],"\"unscientific\"":[16],"in":[17,33,49,55,64],"many":[18],"disciplines.":[20],"This":[21],"problem":[22],"further":[24],"compounded":[25],"with":[26],"near-exponentially":[28],"growing":[29],"number":[30],"submissions":[32],"various":[34],"computer":[35],"science":[36],"conferences.":[37],"Due":[38],"to":[39],"prevalence":[41],"\"Matthew":[43],"effect''":[44],"rich":[46],"getting":[47],"richer":[48],"academia,":[50],"any":[51],"source":[52],"unfairness":[54],"system,":[59],"such":[60],"as":[61],"those":[62],"discussed":[63],"this":[65],"tutorial,":[66],"can":[67],"considerably":[68],"affect":[69],"entire":[71],"career":[72],"trajectory":[73],"(young)":[75],"researchers.":[76]},"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}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}