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      Leveraging Visualization to Improve Sensemaking within a Computational RPD Model A Military Perspective

      proceedings-article
      , ,
      9th Bi-annual International Conference on Naturalistic Decision Making (NDM9) (NDM)
      Naturalistic Decision Making (NDM9)
      23 - 26 June 2009
      Sensemaking, Recognition-primed Decision Making, Knowledge Visualization
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            Abstract

            Motivation – To explore the concept that knowledge visualization would improve sensemaking within the scope of a NDM model; specifically the agent-based R-CAST system derived from Klein’s Recognition-Primed Decision (RPD) Model. Research approach – In order to evaluate the effectiveness of the visual sensemaking extension to gain better situation awareness and team performance, we are taking an experimental approach. Research limitations/Implications – This is an ongoing effort with results of planned experiment expected in early 2009. Originality/Value – The knowledge visualization concept offered in this effort is based on a hybrid dimensionality reduction technique and the aggregated similarity measures of an RPD experience space. The results of the knowledge visualization will likely improve the perception, comprehension and projection associated with an RPD experience space. Take away message – Processes that support a decision maker’s sensemaking and situational awareness to solve problems are inadequate. Extending RPD with knowledge visualization may significantly improve the decision making process.

            Content

            Author and article information

            Contributors
            Conference
            June 2009
            June 2009
            : 215-222
            Affiliations
            [0001]Information Science Division

            US Army Research Laboratory
            [0002]School of Engineering, The Behrend College

            The Pennsylvania State University
            [0003]Department of Computer & Information Science

            Towson University
            Article
            10.14236/ewic/NDM2009.261
            c2899a60-b809-4087-a3cb-0f1f0d604d02
            © Timothy P. Hanratty et al. Published by BCS Learning and Development Ltd. 9th Bi-annual International Conference on Naturalistic Decision Making (NDM9), BCS London

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            9th Bi-annual International Conference on Naturalistic Decision Making (NDM9)
            NDM
            9
            BCS London
            23 - 26 June 2009
            Electronic Workshops in Computing (eWiC)
            Naturalistic Decision Making (NDM9)
            History
            Product

            1477-9358 BCS Learning & Development

            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/NDM2009.261
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            Recognition-primed Decision Making,Sensemaking,Knowledge Visualization

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