Overview of Model Interpretation Techniques and Their Applications

Vladislavs Nazaruks, Jānis Osis

2021

Abstract

Model interpretation opens quite wide opportunities for domain analysts and software developers. The main weakness related to using domain models in software development is a lack of resources in projects and an invisible value for business stakeholders. Certainly, the doubts that model interpretation will provide additional resources for projects are objective, but it could allow dealing with the existing ones by increasing the value of domain modeling and analysis to the business stakeholders. Two main factors can raise this probability: first, visible execution of models or at least helpful results of this, and second, the opportunity to modify the model and see how changes affect the behavior of the planned system. This paper overviews existing model interpretation techniques with the aim to understand possible architectural solutions, their advantages and weaknesses for certain models. The results of this overview can help researchers those of starting development of their own model interpreter.

Paper Citation

in Harvard Style

Nazaruks V. and Osis J. (2021). Overview of Model Interpretation Techniques and Their Applications. In Proceedings of the 16th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: MDI4SE, ISBN 978-989-758-508-1, pages 513-520. DOI: 10.5220/0010534105130520

in Bibtex Style

@conference{mdi4se21,
author={Vladislavs Nazaruks and Jānis Osis},
title={Overview of Model Interpretation Techniques and Their Applications},
booktitle={Proceedings of the 16th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: MDI4SE,},
year={2021},
pages={513-520},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010534105130520},
isbn={978-989-758-508-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: MDI4SE,
TI - Overview of Model Interpretation Techniques and Their Applications
SN - 978-989-758-508-1
AU - Nazaruks V.
AU - Osis J.
PY - 2021
SP - 513
EP - 520
DO - 10.5220/0010534105130520