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Transparency of military threat evaluation through visualizing uncertainty and system rationale
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. University of Skövde, Skövde Artificial Intelligence Lab (SAIL).
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. University of Skövde, Skövde Artificial Intelligence Lab (SAIL).ORCID iD: 0000-0001-8884-2154
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. University of Skövde, 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. University of Skövde, Skövde Artificial Intelligence Lab (SAIL).
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2013 (English)In: Engineering Psychology and Cognitive Ergonomics: Applications and Services / [ed] Don Harris, Springer Berlin/Heidelberg, 2013, no PART 2, 263-272 p.Conference paper (Refereed)
Abstract [en]

Threat evaluation (TE) is concerned with determining the intent, capability and opportunity of detected targets. To their aid, military operators use support systems that analyse incoming data and make inferences based on the active evaluation framework. Several interface and interaction guidelines have been proposed for the implementation of TE systems; however there is a lack of research regarding how to make these systems transparent to their operators. This paper presents the results from interviews conducted with TE operators focusing on the need for and possibilities of improving the transparency of TE systems through the visualization of uncertainty and the presentation of the system rationale. © 2013 Springer-Verlag Berlin Heidelberg.

Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2013. no PART 2, 263-272 p.
Series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743 ; 8020 LNAI
Keyword [en]
Automation transparency, system rationale, threat evaluation, trust, uncertainty visualization, Active evaluation, Military threats, Support systems, Visualizing uncertainties, Artificial intelligence, Computer science, Transparency
National Category
Computer and Information Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-8553DOI: 10.1007/978-3-642-39354-9_29ScopusID: 2-s2.0-84880759003ISBN: 978-3-642-39353-2ISBN: 978-3-642-39354-9OAI: oai:DiVA.org:his-8553DiVA: diva2:657105
Conference
10th International Conference on Engineering Psychology and Cognitive Ergonomics: Applications and Services, EPCE 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI 2013, 21 July 2013 through 26 July 2013, Las Vegas, NV
Available from: 2013-10-18 Created: 2013-10-18 Last updated: 2015-01-16Bibliographically approved

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Helldin, ToveFalkman, GöranRiveiro, MariaDahlbom, AndersLebram, Mikael
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