• DocumentCode
    79462
  • Title

    Unlocking the Complexity of Port Data With Visualization

  • Author

    Quang Vinh Nguyen ; Kang Zhang ; Simoff, Simeon

  • Author_Institution
    MARCS Inst. & Sch. of Comput., Eng. & Math., Sydney, NSW, Australia
  • Volume
    45
  • Issue
    2
  • fYear
    2015
  • fDate
    Apr-15
  • Firstpage
    272
  • Lastpage
    279
  • Abstract
    Interactive visual analysis can support displaying complex multidimensional data. We developed a novel system, which can incorporate domain knowledge and visual guidelines, to present complex logistical data. This paper presents the details of the development process of that system. Diagrammatic visualization approach was adopted for presenting multidimensional port data, in relation to events. The paper discusses case studies with land-side data and wharf-side data obtained from Port Botany in Sydney, Australia. We conducted a usability study with 20 students that compared performance with our visualization against a traditional bar chart. Task completion was significantly shorter with the diagrammatic visualization, and the visualization was rated higher in overall user preference.
  • Keywords
    data analysis; multidimensional systems; complex logistical data; complex multidimensional data; diagrammatic visualization; diagrammatic visualization approach; interactive visual analysis; land-side data; multidimensional port data complexity; traditional bar chart; visual guidelines; wharf-side data; Containers; Data visualization; Logistics; Marine vehicles; Ports (Computers); Transportation; Visualization; Diagrammatic visualization; overview plus detail display; port data analysis;
  • fLanguage
    English
  • Journal_Title
    Human-Machine Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2291
  • Type

    jour

  • DOI
    10.1109/THMS.2014.2369375
  • Filename
    6977918