Goal-Oriented Machine Learning-Based Component Development Process
Jati Hiliamsyah Husen, Hnin Thandar Tun, Nobukazu Yoshioka, Hironori Washizaki, Yoshiaki Fukazawa · 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) · 2021
Along with the rising usage of machine learning-based (ML-based) solution, a significant amount of tools to train them has been proposed. However, there is little attention on aligning those tools with the overall goals of the development itself. We proposed a goal-oriented approach to align and rationalize the utilization of those tools with higher-level development goals. We demonstrated the proposed technique’s capabilities through a case study to show the potential of our proposed method.