{"id":"https://openalex.org/W4406418121","doi":"https://doi.org/10.1109/ic3i61595.2024.10828676","title":"Ethical Considerations in Applying Machine Learning to HR Practices: Balancing Efficiency with Fairness","display_name":"Ethical Considerations in Applying Machine Learning to HR Practices: Balancing Efficiency with Fairness","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406418121","doi":"https://doi.org/10.1109/ic3i61595.2024.10828676"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10828676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063571813","display_name":"Varsha Muralidharan","orcid":null},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Varsha Muralidharan","raw_affiliation_strings":["Saveetha School of Law Saveetha Institute of Medical and Technical Sciences (SIMATS),Chennai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Saveetha School of Law Saveetha Institute of Medical and Technical Sciences (SIMATS),Chennai,Tamil Nadu,India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115894706","display_name":"Bharathi Ravi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bharathi Ravi","raw_affiliation_strings":["SRMIST, Katangulathur,Faculty of Management,Chennai,Tamil Nadu"],"affiliations":[{"raw_affiliation_string":"SRMIST, Katangulathur,Faculty of Management,Chennai,Tamil Nadu","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064124862","display_name":"Sunita Pachar","orcid":"https://orcid.org/0000-0002-3241-7105"},"institutions":[{"id":"https://openalex.org/I82571370","display_name":"GLA University","ror":"https://ror.org/05fnxgv12","country_code":"IN","type":"education","lineage":["https://openalex.org/I82571370"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunita Pachar","raw_affiliation_strings":["GLA University,IBM Department,Mathura,Uttar Pradesh,India"],"affiliations":[{"raw_affiliation_string":"GLA University,IBM Department,Mathura,Uttar Pradesh,India","institution_ids":["https://openalex.org/I82571370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108515309","display_name":"Nitish Goel Kshitij Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I99552915","display_name":"University of Rajasthan","ror":"https://ror.org/05arfhc56","country_code":"IN","type":"education","lineage":["https://openalex.org/I99552915"]},{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neelu Jain","raw_affiliation_strings":["Manipal University Jaipur,Centre for Distance and Online Education,Jaipur,Rajasthan,India","Manipal University,Centre for Distance and Online Education,Jaipur,Rajasthan,India"],"affiliations":[{"raw_affiliation_string":"Manipal University Jaipur,Centre for Distance and Online Education,Jaipur,Rajasthan,India","institution_ids":["https://openalex.org/I99552915"]},{"raw_affiliation_string":"Manipal University,Centre for Distance and Online Education,Jaipur,Rajasthan,India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008577423","display_name":"Nilanjan Chakraborty","orcid":"https://orcid.org/0000-0001-6293-8238"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nilanjan Chakraborty","raw_affiliation_strings":["Amity University,Amity Law School,Kolkata,West Bengal,India"],"affiliations":[{"raw_affiliation_string":"Amity University,Amity Law School,Kolkata,West Bengal,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011570640","display_name":"Lenin Dom\u00ednguez\u2010Ram\u00edrez","orcid":"https://orcid.org/0000-0002-3483-4658"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D Sahaya Lenin","raw_affiliation_strings":["SIMATS,Saveetha School of Engineering,Department of ECE,Chennai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"SIMATS,Saveetha School of Engineering,Department of ECE,Chennai,Tamil Nadu,India","institution_ids":["https://openalex.org/I85461943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063571813"],"corresponding_institution_ids":["https://openalex.org/I85461943"],"apc_list":null,"apc_paid":null,"fwci":1.091,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83609412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1392","last_page":"1398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T13812","display_name":"AI and HR Technologies","score":0.919700026512146,"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/computer-science","display_name":"Computer science","score":0.6810640096664429}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810640096664429}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10828676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W3039055470","https://openalex.org/W3205037653","https://openalex.org/W4206346145","https://openalex.org/W4221159395","https://openalex.org/W4225158154","https://openalex.org/W4281254423","https://openalex.org/W4282928735","https://openalex.org/W4386324990","https://openalex.org/W4386712902","https://openalex.org/W4389282976","https://openalex.org/W4393184280","https://openalex.org/W6810357677"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,108],"research":[1,109],"paper":[2],"is":[3],"aimed":[4],"at":[5,126],"investigating":[6],"the":[7,20,26,31,41,52,84,89,98,101,127],"feasibility":[8],"of":[9,30,86,91,100,104],"implementing":[10],"Machine":[11],"Learning":[12],"in":[13,23,88,106],"Human":[14],"Resource":[15],"Management":[16],"(HRM)":[17],"system":[18],"from":[19],"organizational":[21],"viewpoint":[22],"reference":[24],"to":[25,56,61,95,118],"effectiveness":[27],"and":[28,125],"fairness":[29],"model":[32],"designated":[33],"for":[34,114,121],"predicting":[35],"turnover":[36],"rates":[37],"among":[38],"employees.":[39],"From":[40],"Kaggle":[42],"HR":[43],"Analytics":[44],"dataset,":[45],"we":[46],"achieved":[47],"our":[48],"goal":[49],"by":[50],"employing":[51],"Random":[53],"Forest":[54],"algorithm":[55],"analyze":[57],"selected":[58],"factors":[59,77],"related":[60],"attrition.":[62],"These":[63,81],"works":[64],"demonstrated":[65],"that":[66,116],"while":[67],"growing":[68],"machine":[69],"learning":[70],"delivers":[71],"higher":[72],"forecasting,":[73],"it":[74],"diminishes":[75],"ethical":[76,102],"like":[78],"algorithmic":[79],"bias.":[80],"implications":[82],"highlight":[83],"importance":[85],"equality":[87],"treatment":[90],"different":[92],"demographic":[93],"groups":[94],"expand":[96],"on":[97],"concept":[99],"usage":[103],"AI":[105,120],"HRM.":[107],"provides":[110],"some":[111],"practical":[112],"suggestions":[113],"organizations":[115],"want":[117],"use":[119],"managing":[122],"human":[123],"resources":[124],"same":[128],"time,":[129],"being":[130],"ethical.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
