Modelling Realistic User Behaviour in Information Systems Simulations as Fuzzing Aspects

Wallis, T. and Storer, T. (2018) Modelling Realistic User Behaviour in Information Systems Simulations as Fuzzing Aspects. In: CAiSE’18 Forum, Tallinn, Estonia, 11-15 June 2018, pp. 254-268. ISBN 9783319929002 (doi:10.1007/978-3-319-92901-9)

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Abstract

In this paper we contend that the engineering of information systems is hampered by a paucity of tools to tractably model, simulate and predict the impact of realistic user behaviours on the emergent properties of the wider socio-technical system, evidenced by the plethora of case studies of system failure in the literature. We address this gap by presenting a novel approach that models ideal user behaviour as workflows, and introduces irregularities in that behaviour as aspects which fuzz the model. We demonstrate the success of this approach through a case study of software development workflows, showing that the introduction of realistic user behaviour to idealised workflows better simulates outcomes reported in the empirical software engineering literature.

Item Type:Conference Proceedings
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Wallis, Mr Tom and Storer, Dr Tim
Authors: Wallis, T., and Storer, T.
College/School:College of Science and Engineering > School of Computing Science
Publisher:Springer
ISSN:1865-1348
ISBN:9783319929002
Copyright Holders:Copyright © 2018 Springer Nature
First Published:First published in Information Systems in the Big Data Era CAiSE Forum 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings, 254-268
Publisher Policy:Reproduced in accordance with the copyright policy of the publisher

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