Shortlisted CVs

Creators
  • Alessandro Fabris
  • Clara Rus
  • Jorge Saldivar
  • Anna Gkatzioura
  • Asia Biega
  • Carlos Castillo
Publication date 1 December 2025
Description
This repository accompanies the paper:

Alessandro Fabris, Clara Rus, Jorge Saldivar, Anna Gatzioura, Asia J. Biega, Carlos Castillo,Does fair ranking lead to fair recruitment outcomes? A study of interventions, interfaces, and interactions,Information Processing & Management,2026,https://doi.org/10.1016/j.ipm.2025.104506.

This project investigates whether fair ranking algorithms actually produce fair recruitment outcomes when humans make final decisions.  The data combines:

- Job descriptions
- Carefully designed candidate profiles (constructed to manipulate demographic cues and job-relevant skills)
- Algorithmic interventions (e.g., fitness-based, discriminatory, and compensatory rankings)
- Human shortlisting decisions (participants selecting candidates from ranked lists)

More info in README files
Publisher Zenodo
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
Document type Dataset
DOI https://doi.org/10.5281/zenodo.17780216
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