@inproceedings{52615c228a984ca3b10324257c4d028f,
title = "Goal-Centralized Metamodel Based Requirements Integration for Machine Learning Systems",
abstract = "Designing a software model using Unified Modeling Language (UML) does not fully integrate some essential model elements, including goals and non-functional requirements. However, it can extend model elements and relationships through the UML profile to develop model components. In this study, we propose a goal-centralized metamodel that explicitly captures functional and non-functional requirements-based goal-oriented analysis for machine learning systems in an integrated manner. This study aims to present the integration approaches to specific ML model elements that focus on modeling and analyzing goals and scenarios.",
keywords = "Consistency, Goal model, Machine learning, Metamodel",
author = "Tun, {Hnin Thandar} and Husen, {Jati H.} and Nobukazu Yoshioka and Hironori Washizaki and Yoshiaki Fukazawa",
note = "Funding Information: ACKNOWLEDGMENT This work is supported by JST-Mirai Program Grant Number JPMJMI20B8, Japan. Publisher Copyright: {\textcopyright} 2021 IEEE.; 28th Asia-Pacific Software Engineering Conference Workshops, APSECW 2021 ; Conference date: 06-12-2021 Through 09-12-2021",
year = "2021",
doi = "10.1109/APSECW53869.2021.00013",
language = "English",
series = "Proceedings - Asia-Pacific Software Engineering Conference, APSEC",
publisher = "IEEE Computer Society",
pages = "13--16",
booktitle = "Proceedings - 2021 28th Asia-Pacific Software Engineering Conference Workshops, APSECW 2021",
}