4 papers
Detecting Soft Skills in ML Engineering Roles CVs
Aidin Azamnouri, Nouran Ayad, Justus Bogner +1
Soft skills shape collaboration among ML engineers, data scientists, and software engineers building ML-enabled systems, yet what we know about them comes almost entirely from the…
Evaluating RE Practices for Explainability: Synthesizing Insights from Daimler Truck into an Explainable RE Framework Proposal
Umm-e- Habiba, Lucas Mauser, Jonas Fritzsch +2
Explainability has emerged as a critical requirement for AI-based systems, particularly in safety-critical and regulated domains. Although prior research has proposed frameworks, p…
How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions
Umm-e- Habiba, Markus Haug, Justus Bogner +1
Artificial intelligence (AI) permeates all fields of life, which resulted in new challenges in requirements engineering for artificial intelligence (RE4AI), e.g., the difficulty in…
Tools for Refactoring to Microservices: A Preliminary Usability Report
Jonas Fritzsch, Filipe Correia, Justus Bogner +1
While Microservices are a preferred choice for modern cloud-based applications, the migration and architectural refactoring of existing legacy systems is still a major challenge in…