{"id":"https://openalex.org/W4318719666","doi":"https://doi.org/10.1145/3544548.3581548","title":"\u201cFinding the Magic Sauce\u201d: Exploring Perspectives of Recruiters and Job Seekers on Recruitment Bias and Automated Tools","display_name":"\u201cFinding the Magic Sauce\u201d: Exploring Perspectives of Recruiters and Job Seekers on Recruitment Bias and Automated Tools","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4318719666","doi":"https://doi.org/10.1145/3544548.3581548"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3544548.3581548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"preprint","type_crossref":"proceedings-article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1145/3544548.3581548","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104662440","display_name":"Mitra Lashkari","orcid":"https://orcid.org/0000-0002-0153-4229"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mitra Lashkari","raw_affiliation_strings":["Polytechnique Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montreal, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101411842","display_name":"Jinghui Cheng","orcid":"https://orcid.org/0000-0002-8474-5290"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jinghui Cheng","raw_affiliation_strings":["Polytechnique Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montreal, Canada","institution_ids":["https://openalex.org/I45683168"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":3,"citation_normalized_percentile":{"value":0.997333,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":84,"max":88},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12415","display_name":"Employer Branding and e-HRM","score":0.9996,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12415","display_name":"Employer Branding and e-HRM","score":0.9996,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12970","display_name":"Names, Identity, and Discrimination Research","score":0.9621,"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"}},{"id":"https://openalex.org/T12843","display_name":"Human Resource and Talent Management","score":0.958,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/seekers","display_name":"Seekers","score":0.85947233}],"concepts":[{"id":"https://openalex.org/C2776493517","wikidata":"https://www.wikidata.org/wiki/Q1479542","display_name":"Seekers","level":2,"score":0.85947233},{"id":"https://openalex.org/C2777704519","wikidata":"https://www.wikidata.org/wiki/Q45732","display_name":"MAGIC (telescope)","level":2,"score":0.5296043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.52078027},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4069255},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39168063},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3238306},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09869528},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3544548.3581548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2301.11958","pdf_url":"https://arxiv.org/pdf/2301.11958","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":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,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2301.11958","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3544548.3581548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320322675","funder_display_name":"Mitacs","award_id":"IT15736"}],"datasets":[],"versions":["https://openalex.org/W4318719666"],"referenced_works_count":34,"referenced_works":["https://openalex.org/W1924618820","https://openalex.org/W1982056904","https://openalex.org/W1997772859","https://openalex.org/W2020482237","https://openalex.org/W2063067015","https://openalex.org/W2081280292","https://openalex.org/W2102092142","https://openalex.org/W2156646376","https://openalex.org/W2195929046","https://openalex.org/W2426000130","https://openalex.org/W2588799281","https://openalex.org/W2674341785","https://openalex.org/W2743058236","https://openalex.org/W2790694131","https://openalex.org/W2808644754","https://openalex.org/W2908590439","https://openalex.org/W2918151244","https://openalex.org/W2939825184","https://openalex.org/W2945982604","https://openalex.org/W2965546728","https://openalex.org/W2993976242","https://openalex.org/W2994650581","https://openalex.org/W2996517240","https://openalex.org/W2999449306","https://openalex.org/W3001765450","https://openalex.org/W3027979990","https://openalex.org/W3032182422","https://openalex.org/W3093505997","https://openalex.org/W3097821835","https://openalex.org/W3130108047","https://openalex.org/W4211217302","https://openalex.org/W4220820301","https://openalex.org/W4288083801","https://openalex.org/W4288112593"],"related_works":["https://openalex.org/W635799472","https://openalex.org/W4391375266","https://openalex.org/W4206701340","https://openalex.org/W3096088896","https://openalex.org/W3094895221","https://openalex.org/W2748952813","https://openalex.org/W2390017477","https://openalex.org/W2165523770","https://openalex.org/W2052925698","https://openalex.org/W2010073985"],"abstract_inverted_index":{"Automated":[0],"recruitment":[1,148],"tools":[2,149],"are":[3,79],"proliferating.":[4],"While":[5],"having":[6],"the":[7,17,26,33,51,58,67,121,124],"promise":[8],"of":[9,19,25,35,60,69,97,123],"improving":[10],"efficiency,":[11],"various":[12],"risks,":[13],"including":[14],"bias,":[15],"challenges":[16],"potential":[18],"these":[20,61,140],"tools.":[21,137],"An":[22],"in-depth":[23],"understanding":[24],"perceived":[27],"risk":[28],"factors":[29],"and":[30,38,56,73,85,100,128,150],"needs":[31],"from":[32],"perspective":[34],"both":[36,83,118],"recruiters":[37,84,91],"job":[39,86,107],"seekers":[40,108],"is":[41],"needed.":[42],"We":[43,64],"address":[44],"this":[45],"through":[46],"an":[47],"interview":[48],"study":[49],"in":[50],"high-tech":[52],"industry":[53],"to":[54,93],"compare":[55],"contrast":[57],"concerns":[59,133],"two":[62],"roles.":[63],"found":[65],"that":[66],"importance":[68],"clarifying":[70],"position":[71],"requirements":[72],"assessing":[74],"candidates":[75],"as":[76,132],"\"whole":[77],"individuals\"":[78],"commonly":[80],"discussed":[81],"by":[82],"seekers.":[87],"In":[88],"contrast,":[89],"while":[90],"tended":[92],"be":[94],"more":[95,102,110],"aware":[96],"cognitive":[98],"bias":[99],"desired":[101],"tool":[103],"support":[104],"during":[105],"interviews,":[106],"voiced":[109],"desire":[111],"towards":[112],"a":[113],"healthy":[114],"candidate-company":[115],"relationship.":[116],"Additionally,":[117],"roles":[119],"considered":[120],"uncertainty":[122],"current":[125],"technology":[126],"capability":[127],"reduced":[129],"human":[130],"contact":[131],"for":[134,146],"using":[135],"automated":[136,147],"Based":[138],"on":[139],"results,":[141],"we":[142],"provided":[143],"design":[144],"implications":[145],"related":[151],"decision-support":[152],"technologies.":[153]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4318719666","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2024-12-21T17:53:57.381223","created_date":"2023-02-01"}