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Evaluating the effectiveness of visualization techniques for schematic diagrams in maintenance tasks

Published: 23 July 2010 Publication History

Abstract

In order to perform daily maintenance and repair tasks in complex electrical and mechanical systems, technicians commonly utilize a large number of diagrams and documents detailing system properties in both electronic and print formats. In electronic document views, users typically are only provided with traditional pan and zoom features; however, recent advances in information visualization and illustrative rendering styles should allow users to analyze documents in a more timely and accurate fashion. In this paper, we evaluate the effectiveness of rendering techniques focusing on methods of document/diagram highlighting, distortion, and navigation while preserving contextual information between related diagrams. We utilize our previously developed interactive visualization system (SDViz) for technical diagrams for a series of quantitative studies and an in-field evaluation of the system in terms of usability and usefulness. In the quantitative studies, subjects perform small tasks that are similar to actual maintenance work while using tools provided by our system. First, the effects of highlighting within a diagram and between multiple diagrams are evaluated. Second, we analyze the value of preserving highlighting as well as spatial information when switching between related diagrams, and then we present the effectiveness of distortion within a diagram. Finally, we discuss a field study of the system and report the results of our findings.

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      cover image ACM Conferences
      APGV '10: Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization
      July 2010
      171 pages
      ISBN:9781450302487
      DOI:10.1145/1836248
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      Published: 23 July 2010

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      Author Tags

      1. context preservation
      2. effectiveness in interactive diagram visualization
      3. human factors in maintenance work

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      • (2021)Assessment of Augmented Reality Technology’s Impact on Speed of Learning and Task Performance in Aeronautical Engineering Technology EducationThe International Journal of Aerospace Psychology10.1080/24721840.2021.1881403(1-11)Online publication date: 19-Feb-2021
      • (2021)Structuralist Analysis for Neural Network System DiagramsDiagrammatic Representation and Inference10.1007/978-3-030-86062-2_49(480-487)Online publication date: 21-Sep-2021
      • (2021)An approach to evaluating the efficiency of a solution for visualization problemConcurrency and Computation: Practice and Experience10.1002/cpe.632235:15Online publication date: 18-Apr-2021
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      • (2017)Toward Automated Generation of Multimodal Assembly Instructions for Human OperatorsDisciplinary Convergence in Systems Engineering Research10.1007/978-3-319-62217-0_62(885-897)Online publication date: 26-Nov-2017
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      • (2016)SchemeLens: A Content-Aware Vector-Based Fisheye Technique for Navigating Large Systems DiagramsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2015.246703522:1(330-338)Online publication date: 31-Jan-2016
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