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Entrofy Your Cohort: A Data Science Approach to Candidate Selection [article]

D. Huppenkothen, B. McFee, L. Norén
2019 arXiv   pre-print
Selecting a cohort from a set of candidates is a common task within and beyond academia.  ...  We show how Entrofy selects cohorts according to pre-determined characteristics in simulated sets of applications and demonstrate its use in a case study.  ...  Stuart Geiger, Alexandra Paxton, Josh Greenberg, Tal Data and materials availability: All data needed to evaluate the conclusions in the paper are present in the paper and/or the Supplementary Materials  ... 
arXiv:1905.03314v1 fatcat:4vqi2yth65clbgfecytfikcz54

Entrofy your cohort: A transparent method for diverse cohort selection

Daniela Huppenkothen, Brian McFee, Laura Norén, Cassidy Rose Sugimoto
2020 PLoS ONE  
Selecting a cohort from a set of candidates is a common task within and beyond academia.  ...  This two stage candidate and cohort selection process allows human judgment and debate to guide the assessment of candidates' merit in step 1.  ...  We are indebted to these researchers for their constructive feedback on the algorithm and software as well as many useful discussions: Kelle Cruz, Katalin Takats PLOS ONE Entrofy your cohort: A transparent  ... 
doi:10.1371/journal.pone.0231939 pmid:32716929 fatcat:bosnntiknjcgno75kktn6kd5vi