71 citations · 75 across the 4 of their papers we have counts for
4 papers
Decision Traces: What Multi-System Data Fusion Reveals About Institutional Knowledge in Enterprise Hiring
Saad Bin Shafiq
Enterprise hiring systems generate data across multiple disconnected platforms: applicant tracking systems (ATS) record candidate profiles, human resource information systems (HRIS…
Balanced Knowledge Distribution among Software Development Teams -- Observations from Open-Source and Closed-Source Software Development
Saad Shafiq, Christoph Mayr-Dorn, Atif Mashkoor +1
In software development teams, developer turnover is among the primary reasons for project failures as it leads to a great void of knowledge and strain for the newcomers. Unfortuna…
TaskAllocator: A Recommendation Approach for Role-based Tasks Allocation in Agile Software Development
Saad Shafiq, Atif Mashkoor, Christoph Mayr-Dorn +1
In this paper, we propose a recommendation approach -- TaskAllocator -- in order to predict the assignment of incoming tasks to potential befitting roles. The proposed approach, id…
Machine Learning for Software Engineering: A Systematic Mapping
Saad Shafiq, Atif Mashkoor, Christoph Mayr-Dorn +1
Context: The software development industry is rapidly adopting machine learning for transitioning modern day software systems towards highly intelligent and self-learning systems.…