Giordano d'Aloisio

prof_pic.jpg

University of L'Aquila

DISIM Department

via Vetoio

67100 L'Aquila, Italy

I’m a PhD student in Information and Communication Technology at the University of L’Aquila in Italy under the supervision of Prof. Antinisca Di Marco.

I obtained my bachelor degree in Computer Science for Business Economy at the University of Chieti-Pescara in 2017 and my master degree in Computer Science at the University of L’Aquila in 2021. From 2019 to 2024, I’m a member of the Territori Aperti project where I’m responsible of the Data Integration activity. I’m also a member of the Emeliot, Fair-EDU, FRINGE, and PinKamP projects. From Febraury to August 2024 I was a visiting researcher at the University College London (UCL) as a member of the SOLAR research group working with Prof. Federica Sarro.

My research is mostly focused on Data Science and Software Engineering techniques for the quality assurance of Machine Learning systems, with a particular attention on Software Bias and Fairness.

Research Interests

  • Software Fairness
  • Quality in Machine Learning Systems
  • Diversity, Equity and Inclusion in Software Engineering

Selected publications

  1. JSS
    Uncovering gender gap in academia: A comprehensive analysis within the software engineering community
    Andrea D’Angelo, Giordano d’Aloisio, Francesca Marzi, Antinisca Di Marco, and Giovanni Stilo
    Journal of Systems and Software, 2024
  2. FASE
    Democratizing Quality-Based Machine Learning Development through Extended Feature Models
    Giordano d’Aloisio, Antinisca Di Marco, and Giovanni Stilo
    In Fundamental Approaches to Software Engineering, 2023
  3. IP&M
    Debiaser for Multiple Variables to enhance fairness in classification tasks
    Giordano d’Aloisio, Andrea D’Angelo, Antinisca Di Marco, and Giovanni Stilo
    Information Processing & Management, 2023