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Authors: Clément Duffau 1 ; Cécile Camillieri 2 and Mireille Blay-Fornarino 2

Affiliations: 1 Université Côte d'Azur and AXONIC, France ; 2 Université Côte d'Azur, France

Keyword(s): Argumentation, Experiment System, Accreditation, Confidence, Software Engineering.

Related Ontology Subjects/Areas/Topics: Enterprise Information Systems ; Information Systems Analysis and Specification ; Software Engineering

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.

CC BY-NC-ND 4.0

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Paper citation in several formats:
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; ISSN 2184-4992, SciTePress, pages 495-500. DOI: 10.5220/0006358504950500

@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},
issn={2184-4992},
}

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
IS - 2184-4992
AU - Duffau, C.
AU - Camillieri, C.
AU - Blay-Fornarino, M.
PY - 2017
SP - 495
EP - 500
DO - 10.5220/0006358504950500
PB - SciTePress

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