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Implication of Culture: User Roles in Information Fusion for Enhanced Situational Understanding
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre.
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2009 (English)In: Information Fusion, 2009. FUSION '09. 12th International Conference on, IEEE conference proceedings, 2009, 1272-1279 p.Conference paper, (Refereed)
Abstract [en]

Information Fusion coordinates large-volume data processing machines to address user needs. Users expect a situational picture to extend their ability of sensing events, movements, and activities. Typically, data is collected and processed for object location (e.g. target identification) and movement (e.g. tracking); however, high-level reasoning or situational understanding depends on the spatial, cultural, and political effects. In this paper, we explore opportunities where information fusion can aid in the selection and processing of the data for enhanced tacit knowledge understanding by (1) display fusion for data presentation (e.g. cultural segmentation), (2) interactive fusion to allow the user to inject a priori knowledge (e..g. cultural values), and (3) associated metrics of predictive capabilities (e.g. cultural networks). In a simple scenario, cultural information impacts on situational understanding from deception is demonstrated using the Technology-Emotion-Culture-Knowledge (TECK) attributes of the Observer-Orient-Decide-Act (OODA) model.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2009. 1272-1279 p.
Keyword [en]
Fusion, Situational Assessment, Interface Design, Knowledge Representation, User Refinement
National Category
Information Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-3412ISI: 000273560001018ISBN: 978-0-9824438-0-4 OAI: oai:DiVA.org:his-3412DiVA: diva2:249062
Conference
Information Fusion, 2009. FUSION '09. 12th International Conference on
Available from: 2009-10-09 Created: 2009-10-09 Last updated: 2013-02-12Bibliographically approved

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Nilsson, Mariavan Laere, Joeri
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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf