Inferring Developer Demographics from Development Activity Patterns

This project aims to design and validate methods to infer developer demographics, such as gender, experience levels, geographic distribution, and collaboration patterns, from development activity data. The ultimate goal is to uncover insights that can support equitable and inclusive software development practices.

Available spots: 2

Literature

She elicits requirements and he tests: Software engineering gender bias in large language models.

Relationship between diversity of collaborative group members’ race and ethnicity and the frequency of their collaborative contributions in GitHub

‘Patches don’t have gender’: What is not open in open source software