• DocumentCode
    1845381
  • Title

    Visualization Cube: Modeling Interaction for Exploratory Data Analysis of Spatiotemporal Trend Information

  • Author

    Takama, Yasufumi ; Yamada, Takashi

  • Volume
    3
  • fYear
    2009
  • fDate
    15-18 Sept. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper proposes the visualization cube for modeling interaction in exploratory analysis of spatiotemporal trend information. Recent growth of the Web has brought us various type of information, among which trend information is one of the important information, because it is crucial for our decision making. Although interactive information visualization system is useful for supporting exploratory data analysis of trend information, the design of such systems tends to depend on the idea of each designer. It is expected that establishing adequate interaction model will contribute to the design of those systems. The visualization cube defines the abstract data structure of spatiotemporal trend information, which consists of 4 axes: spatial, temporal, statistics-value, and type-of-views axes. Interactions for generating views for analytic purpose are defined as the operations on it. Based on the interaction model, the prototype system is developed and used in actual classes of an elementary school, of which the result shows the system has enough usability for 5th-grade elementary school students to perform exploratory data analysis. It is expected the visualization cube contributes to the design of interactive information visualization systems.
  • Keywords
    Data analysis; Data structures; Data visualization; Decision making; Earthquakes; Educational institutions; Humans; Information analysis; Intelligent agent; Spatiotemporal phenomena; Information visualization; exploratory data analysis; interactive system; statistics instruction;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
  • Conference_Location
    Milan, Italy
  • Print_ISBN
    978-0-7695-3801-3
  • Electronic_ISBN
    978-1-4244-5331-3
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2009.216
  • Filename
    5285102