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Improving Testability of Software Systems that Include a Learning Feature

Authors:
Lydie du Bousquet
Masahide Nakamura

Keywords: Learning System; Validation; Testability; Design for Testing

Abstract:
In this article, we describe the work we did to validate a case study application that includes a learning feature. Our objective was to express properties that can be used for testing or monitoring the quality of the application, taking to account the learning dimension. To express relevant properties, we had to modify the architecture of the application to add supplementary outputs. They indicate whether the learning phase is achieved or not, and if the system notices some significant changes in the environmental conditions. Here, we report on the lessons learnt about this process.

Pages: 13 to 18

Copyright: Copyright (c) IARIA, 2018

Publication date: October 14, 2018

Published in: conference

ISSN: 2308-4316

ISBN: 978-1-61208-671-2

Location: Nice, France

Dates: from October 14, 2018 to October 18, 2018