An Interactive Visual Analytics System for Bridge Management

Bridges deteriorate over their life cycles and require continuous maintenance to ensure their structural integrity, and in turn, the safety of the public. Maintaining bridges is a multi‐faceted operation that requires both domain knowledge and analytics techniques over large data sources. Although most existing bridge management systems (BMS) are very efficient at data storage, they are not as effective at providing analytical capabilities or as flexible at supporting different inspection technologies. In this paper, we present a visual analytics system that extends the capability of current BMSs. Based on a nation‐wide survey and our interviews with bridge managers, we designed our system to be customizable so that it can provide interactive exploration, information correlation, and domain‐oriented data analysis. When tested by bridge managers of the U.S. Department of Transportation, we validated that our system provides bridge managers with the necessary features for performing in‐depth analysis of bridges from a variety of perspectives that are in accordance to their typical workflow.

[1]  William Wright,et al.  GeoTime Information Visualization , 2004, IEEE Symposium on Information Visualization.

[2]  Jarke J. van Wijk,et al.  Squarified Treemaps , 2000, VisSym.

[3]  R. G. Hughes Research agenda for visualization in transportation , 2008, SIGGRAPH '08.

[4]  William Ribarsky,et al.  Multi-Focused Geospatial Analysis Using Probes , 2008, IEEE Transactions on Visualization and Computer Graphics.

[5]  Sang-Hyeok Gang,et al.  Report Card for America's Infrastructure , 2012 .

[6]  Louis G. Silano,et al.  Bridge inspection and rehabilitation : a practical guide , 1993 .

[7]  George Hearn,et al.  Bridge Inspection Practices , 2007 .

[8]  Mark Gahegan,et al.  GeoVISTA studio: a codeless visual programming environment for geoscientific data analysis and visualization , 2002 .

[9]  Edward R. Tufte,et al.  Envisioning Information , 1990 .

[10]  Benjamin A. Graybeal,et al.  Highway Bridge Inspection: State-of-the-Practice Survey , 2001 .

[11]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[12]  J.C. Roberts,et al.  State of the Art: Coordinated & Multiple Views in Exploratory Visualization , 2007, Fifth International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV 2007).

[13]  Darya Filippova,et al.  ICE--visual analytics for transportation incident datasets , 2009, 2009 IEEE International Conference on Information Reuse & Integration.

[14]  Catherine Plaisant,et al.  Understanding Transportation Management Systems Performance with a Simulation-Based Learning Environment , 1998 .

[15]  Hugh Hawk,et al.  The BRIDGIT Bridge Management System , 1998 .

[16]  Ben Shneiderman,et al.  Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies , 2002, TOGS.

[17]  Allen R. Marshall,et al.  PONTIS BRIDGE MANAGEMENT SYSTEM: STATE OF THE PRACTICE IN IMPLEMENTATION AND DEVELOPMENT , 2003 .

[18]  I. V. Ramakrishnan,et al.  Model-driven Visual Analytics , 2008, 2008 IEEE Symposium on Visual Analytics Science and Technology.

[19]  橋梁編纂委員会 橋梁 = Bridge engineering , 1965 .

[20]  Keith C. Clarke,et al.  Interactive Visual Exploration of a Large Spatio-temporal Dataset: Reflections on a Geovisualization Mashup. , 2007, IEEE Transactions on Visualization and Computer Graphics.

[21]  Danyel Fisher,et al.  Hotmap: Looking at Geographic Attention , 2007, IEEE Transactions on Visualization and Computer Graphics.

[22]  William Ribarsky,et al.  Defining and applying knowledge conversion processes to a visual analytics system , 2009, Comput. Graph..

[23]  Amitava Datta,et al.  A parallel coordinates style interface for exploratory volume visualization , 2005, IEEE Transactions on Visualization and Computer Graphics.

[24]  Darya Filippova,et al.  Visual Analytics for Transportation Incident Data Sets , 2009 .

[25]  Pat Hanrahan,et al.  Enhancing Visual Analysis of Network Traffic Using a Knowledge Representation , 2006, 2006 IEEE Symposium On Visual Analytics Science And Technology.

[26]  William Ribarsky,et al.  Interactive Coordinated Multiple-View Visualization of Biomechanical Motion Data , 2009, IEEE Transactions on Visualization and Computer Graphics.

[27]  Dino Pedreschi,et al.  Interactive visual clustering of large collections of trajectories , 2009, 2009 IEEE Symposium on Visual Analytics Science and Technology.

[28]  John T. Stasko,et al.  Effectiveness of Animation in Trend Visualization , 2008, IEEE Transactions on Visualization and Computer Graphics.