Improving Confidence in Experimental Systems through Automated Construction of Argumentation Diagrams

Clément Duffau, Cécile Camillieri, Mireille Blay-Fornarino

2017

Abstract

Experimental and critical systems are two universes that are more and more tangling together in domains such as bio-technologies or aeronautics. Verification, Validation and Accreditation (VV&A) processes are an everyday issue for these domains and the large scale of experiments needed to work out a system leads to overhead issues. All internal V&V has to be documented and traced to ensure that confidence in the produced system is good enough for accreditation organism. This paper presents and proposes a practical approach to automate the construction of argumentation systems based on empirical studies in order to represent the reasoning and improve confidence in such systems. We illustrate our approach with two use cases, one in the biomedical field and the other one in machine learning workflow domain.

Paper Citation

in Harvard Style

Duffau C., Camillieri C. and Blay-Fornarino M. (2017). Improving Confidence in Experimental Systems through Automated Construction of Argumentation Diagrams . In Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-248-6, pages 495-500. DOI: 10.5220/0006358504950500

in Bibtex Style

@conference{iceis17,
author={Clément Duffau and Cécile Camillieri and Mireille Blay-Fornarino},
title={Improving Confidence in Experimental Systems through Automated Construction of Argumentation Diagrams},
booktitle={Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2017},
pages={495-500},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006358504950500},
isbn={978-989-758-248-6},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Improving Confidence in Experimental Systems through Automated Construction of Argumentation Diagrams
SN - 978-989-758-248-6
AU - Duffau C.
AU - Camillieri C.
AU - Blay-Fornarino M.
PY - 2017
SP - 495
EP - 500
DO - 10.5220/0006358504950500