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Towards future threat evaluation systems: user study, proposal and precepts for design
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. (Skövde Artificial Intelligence Lab (SAIL))ORCID iD: 0000-0003-2900-9335
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. (Skövde Artificial Intelligence Lab (SAIL))ORCID iD: 0000-0001-6245-5850
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre.ORCID iD: 0000-0001-6310-346X
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. (Skövde Artificial Intelligence Lab (SAIL))ORCID iD: 0000-0001-8884-2154
2013 (English)In: Proceedings of the 16th International Conference on Information Fusion, FUSION 2013, IEEE, 2013, p. 1863-1870Conference paper, Published paper (Refereed)
Abstract [en]

In the defense domain, to estimate if a targetis threatening and to which degree is a complex task, thatis typically carried out by human operators due to the highrisks and uncertainties associated. To their aid, different supportsystems have been implemented to analyze the data and providerecommendations for actions. Since the ultimate responsibilitylies in human operators, it is of utmost importance that theytrust and know how to use these systems, as well as have anunderstanding of their inner workings, strengths and limitations.This paper presents, first, a formative user study to char-acterize how air traffic operators carry out threat evaluationrelated tasks. Grounded in these findings and in guidelinesfound in the literature, we present a transparent and highlyinteractive prototype that aims at reducing operator’s cognitiveload and support threat assessment activities. The literaturereview provided on design guidelines, the outcomes of the userstudy, the design of the prototype as well as the results of aninitial evaluation can provide guidance for both researchers andprospective developers of future threat evaluation systems.

Place, publisher, year, edition, pages
IEEE, 2013. p. 1863-1870
National Category
Computer and Information Sciences
Research subject
Technology; Skövde Artificial Intelligence Lab (SAIL)
Identifiers
URN: urn:nbn:se:his:diva-8726ISI: 000341370000248Scopus ID: 2-s2.0-84890850366ISBN: 978-605-86311-1-3 (print)ISBN: 978-1-4799-0284-2 (electronic)OAI: oai:DiVA.org:his-8726DiVA, id: diva2:683910
Conference
16th International Conference on Information Fusion (FUSION), 2013, 9-12 July 2013, Istanbul, Turkey
Funder
Knowledge Foundation, 2010/0320 (UMIF)Vinnova, NFFP5- 2009-01315
Note

This research has been supported by the Swedish Knowledge Foundation under grant 2010/0320 (UMIF), Vinnova through the National Aviation Engineering Research Program (NFFP5- 2009-01315), Saab AB and the University of Skövde. We would like to thank Håkan Warston (Saab AB, Electronic Defence Systems), Klas Wallenius and Kjell Davstad (Saab AB, Security and Defence Solutions) for their valuable feedback, and the participants of the field work and evaluation performed. 

Available from: 2014-01-07 Created: 2014-01-07 Last updated: 2025-09-29Bibliographically approved

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Scopushttps://ieeexplore.ieee.org/document/6641231

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Riveiro, MariaHelldin, ToveLebram, MikaelFalkman, Göran

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