Requirement Engineering Support for Machine Learning Development – A Workforce Management Application

The proposed research project will conduct requirements engineering to analyze the design of an ML initiative at Jombone. By taking a systematic approach, this project aims to help Jombone identify and design an effective solution strategy to develop their system in accordance to the objectives of the organization. This project will pay special attention to human-centered issues, such as model transparency and unconscious bias, which are of particular concern in HR applications. The expected results for this project will include requirement definition for the target ML system and its ongoing support, as well as publications of research findings at academic research venues.

Faculty Supervisor:

Eric Yu

Student:

Rohith Sothilingam

Partner:

Jombone

Discipline:

Other

Sector:

Professional, scientific and technical services

University:

University of Toronto