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Case Study: Using Synthetic Datasets to Examine Bias in Machine Learning Algorithms for Resume Screening

Publication ,  Conference
Haughey, A; Mann, B; Oca, S
Published in: 2025 ASEE Annual Conference & Exposition Proceedings

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Published In

2025 ASEE Annual Conference & Exposition Proceedings

DOI

Publisher

ASEE Conferences

Conference Name

2025 ASEE Annual Conference & Exposition
 

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Haughey, A., Mann, B., & Oca, S. (n.d.). Case Study: Using Synthetic Datasets to Examine Bias in Machine Learning Algorithms for Resume Screening (Accepted). In 2025 ASEE Annual Conference & Exposition  Proceedings. ASEE Conferences. https://doi.org/10.18260/1-2--56071
Haughey, Annika, Brian Mann, and Siobhan Oca. “Case Study: Using Synthetic Datasets to Examine Bias in Machine Learning Algorithms for Resume Screening (Accepted).” In 2025 ASEE Annual Conference & Exposition  Proceedings. ASEE Conferences, n.d. https://doi.org/10.18260/1-2--56071.
Haughey A, Mann B, Oca S. Case Study: Using Synthetic Datasets to Examine Bias in Machine Learning Algorithms for Resume Screening (Accepted). In: 2025 ASEE Annual Conference & Exposition  Proceedings. ASEE Conferences;
Haughey, Annika, et al. “Case Study: Using Synthetic Datasets to Examine Bias in Machine Learning Algorithms for Resume Screening (Accepted).” 2025 ASEE Annual Conference & Exposition  Proceedings, ASEE Conferences. Crossref, doi:10.18260/1-2--56071.
Haughey A, Mann B, Oca S. Case Study: Using Synthetic Datasets to Examine Bias in Machine Learning Algorithms for Resume Screening (Accepted). 2025 ASEE Annual Conference & Exposition  Proceedings. ASEE Conferences;

Published In

2025 ASEE Annual Conference & Exposition Proceedings

DOI

Publisher

ASEE Conferences

Conference Name

2025 ASEE Annual Conference & Exposition