Making sense of the world: Framing models for trustworthy sensor-driven systems
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Published version
Author(s)
Calder, M
Dobson, S
Fisher, M
McCann, J
Type
Journal Article
Abstract
Sensor-driven systems provide data and information that facilitate real-time decision-making and autonomous actuation, as well as enable informed policy choices. However, can we be sure that these systems work as expected? Can we model them in a way that captures all the key issues? We define two concepts: frames of reference and frames of function that help us organise models of sensor-based systems and their purpose. Examples from a smart water distribution network illustrate how frames offer a lens through which to organise and balance multiple views of the system. Frames aid communication between modellers, analysts and stakeholders, and distinguish the purpose of each model, which contributes towards our trust that the system fulfils its purpose.
Date Issued
2018-12-01
Date Acceptance
2018-11-12
Citation
Computers, 2018, 7 (4)
ISSN
2073-431X
Publisher
MDPI
Journal / Book Title
Computers
Volume
7
Issue
4
Copyright Statement
© 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access
article distributed under the terms and conditions of the Creative Commons Attribution
(CC BY) license (http://creativecommons.org/licenses/by/4.0/).
article distributed under the terms and conditions of the Creative Commons Attribution
(CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Publication Status
Published
Article Number
ARTN 62
Date Publish Online
2018-11-15