{"id":"https://openalex.org/W4220802549","doi":"https://doi.org/10.1002/asi.24648","title":"FAIR: Fairness\u2010aware information retrieval evaluation","display_name":"FAIR: Fairness\u2010aware information retrieval evaluation","publication_year":2022,"publication_date":"2022-03-22","ids":{"openalex":"https://openalex.org/W4220802549","doi":"https://doi.org/10.1002/asi.24648"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/asi.24648","pdf_url":null,"source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1643","2330-1635"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310320503","host_organization_name":"Wiley-Blackwell","host_organization_lineage":["https://openalex.org/P4310320503","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley-Blackwell","Wiley"],"type":"journal"},"license":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2106.08527","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069584457","display_name":"Ruoyuan Gao","orcid":"https://orcid.org/0000-0002-8784-4171"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ruoyuan Gao","raw_affiliation_string":"Department of Computer Science Rutgers University Piscataway New Jersey USA","raw_affiliation_strings":["Department of Computer Science Rutgers University Piscataway New Jersey USA"]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020526977","display_name":"Yingqiang Ge","orcid":"https://orcid.org/0000-0002-3736-2377"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingqiang Ge","raw_affiliation_string":"Department of Computer Science Rutgers University Piscataway New Jersey USA","raw_affiliation_strings":["Department of Computer Science Rutgers University Piscataway New Jersey USA"]},{"author_position":"last","author":{"id":"https://openalex.org/A5061319881","display_name":"Chirag Shah","orcid":"https://orcid.org/0000-0002-3797-4293"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chirag Shah","raw_affiliation_string":"Information School University of Washington Seattle Washington USA","raw_affiliation_strings":["Information School University of Washington Seattle Washington USA"]}],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069584457"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"has_fulltext":false,"cited_by_count":7,"cited_by_percentile_year":{"min":92,"max":94},"biblio":{"volume":"73","issue":"10","first_page":"1461","last_page":"1473"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Crowdsourcing for Research and Data Collection","score":0.9985,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Crowdsourcing for Research and Data Collection","score":0.9985,"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"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval Techniques and Evaluation","score":0.986,"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/T10764","display_name":"Privacy-Preserving Techniques for Data Analysis and Machine Learning","score":0.9849,"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":[{"keyword":"retrieval","score":0.4617},{"keyword":"fairness\u2010aware","score":0.4302},{"keyword":"evaluation","score":0.3148},{"keyword":"information","score":0.2739}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8117001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.809834},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.8054342},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.78914976},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6828745},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5637115},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.52971625},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5008211},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3506109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14804944},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/asi.24648","pdf_url":null,"source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1643","2330-1635"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310320503","host_organization_name":"Wiley-Blackwell","host_organization_lineage":["https://openalex.org/P4310320503","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley-Blackwell","Wiley"],"type":"journal"},"license":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2106.08527","pdf_url":"https://arxiv.org/pdf/2106.08527","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.08527","pdf_url":"http://arxiv.org/pdf/2106.08527","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2106.08527","pdf_url":"https://arxiv.org/pdf/2106.08527","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"referenced_works_count":31,"referenced_works":["https://openalex.org/W1498594556","https://openalex.org/W1968927634","https://openalex.org/W1978826087","https://openalex.org/W1993320088","https://openalex.org/W2058473041","https://openalex.org/W2113640060","https://openalex.org/W2132314908","https://openalex.org/W2147034587","https://openalex.org/W2507134384","https://openalex.org/W2544318541","https://openalex.org/W2704480242","https://openalex.org/W2787991113","https://openalex.org/W2804927761","https://openalex.org/W2897955056","https://openalex.org/W2908826212","https://openalex.org/W2912638141","https://openalex.org/W2913539872","https://openalex.org/W2950173087","https://openalex.org/W2962762307","https://openalex.org/W2963189767","https://openalex.org/W2964031043","https://openalex.org/W2975827734","https://openalex.org/W2981070927","https://openalex.org/W2997538502","https://openalex.org/W3021608756","https://openalex.org/W3023202929","https://openalex.org/W3028722847","https://openalex.org/W3116873649","https://openalex.org/W3137991047","https://openalex.org/W3156662033","https://openalex.org/W3179526152"],"related_works":["https://openalex.org/W4377083876","https://openalex.org/W2262250234","https://openalex.org/W51364034","https://openalex.org/W2041353081","https://openalex.org/W2581240705","https://openalex.org/W3216360229","https://openalex.org/W2898073868","https://openalex.org/W4284663758","https://openalex.org/W2381242807","https://openalex.org/W2150136235"],"ngrams_url":"https://api.openalex.org/works/W4220802549/ngrams","abstract_inverted_index":{"With":[0],"the":[1,24,32,38,51,57,64,168,191],"emerging":[2],"needs":[3],"of":[4,17,23,59,160,170,183],"creating":[5],"fairness-aware":[6,113],"solutions":[7],"for":[8,37,48,73,111,187],"search":[9],"and":[10,35,98,131,148,163,166,189],"recommendation":[11],"systems,":[12],"a":[13,88,108,158,180,185],"daunting":[14],"challenge":[15],"exists":[16],"evaluating":[18,112,188],"such":[19],"solutions.":[20],"While":[21],"many":[22],"traditional":[25],"information":[26,61,150],"retrieval":[27],"(IR)":[28],"metrics":[29,69,97,165],"can":[30],"capture":[31],"relevance,":[33],"diversity,":[34],"novelty":[36],"utility":[39,75,130,147,162],"with":[40,144],"respect":[41],"to":[42,157],"users,":[43],"they":[44],"are":[45,54],"not":[46,71,78],"suitable":[47],"inferring":[49],"whether":[50],"presented":[52],"results":[53,135,143],"fair":[55,149],"from":[56],"perspective":[58,110],"responsible":[60],"exposure.":[62,151],"On":[63],"other":[65],"hand,":[66],"existing":[67,161],"fairness":[68,99,164],"do":[70,77],"account":[72],"user":[74,129,146],"or":[76],"measure":[79],"it":[80],"adequately.":[81],"To":[82],"address":[83],"this":[84,105,118],"problem,":[85],"we":[86,120],"propose":[87],"new":[89,109,181],"metric":[90,106,140,186],"called":[91],"FAIR.":[92],"By":[93],"unifying":[94],"standard":[95],"IR":[96],"measures":[100],"into":[101],"an":[102,122],"integrated":[103],"metric,":[104,119],"offers":[107],"ranking":[114,124],"results.":[115],"Based":[116],"on":[117],"developed":[121],"effective":[123],"algorithm":[125],"that":[126,137],"jointly":[127],"optimized":[128],"fairness.":[132],"The":[133],"experimental":[134],"showed":[136,153],"our":[138,171,176],"FAIR":[139,155,192],"could":[141],"highlight":[142],"good":[145],"We":[152,174],"how":[154],"related":[156],"set":[159],"demonstrated":[167],"effectiveness":[169],"FAIR-based":[172],"algorithm.":[173],"believe":[175],"work":[177],"opens":[178],"up":[179],"direction":[182],"pursuing":[184],"implementing":[190],"systems.":[193]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4220802549","counts_by_year":[{"year":2023,"cited_by_count":6}],"updated_date":"2024-03-20T17:24:12.227016","created_date":"2022-04-03"}