Worcester Polytechnic Institute Electronic Theses and Dissertations Collection

Title page for ETD etd-012108-200050


Document Typethesis
Author NameWalsh, Timothy A.
URNetd-012108-200050
TitleDimensional Stacking in Three Dimensions
DegreeMS
DepartmentComputer Science
Advisors
  • Matthew Ward, Advisor
  • Michael Gennert, Reader
  • Keywords
  • N-Dimensional
  • Data
  • Visualization
  • Dimensional Stacking
  • Recursive
  • Date of Presentation/Defense2007-12-15
    Availability unrestricted

    Abstract

    Dimensional Stacking is a technique for displaying multivariate data in two dimensional screen space. This technique involves the discretization and recursive embedding of dimensions, each resulting N-dimensional bin occupying a unique position on the screen. This thesis describes the extension of this technique to a three dimensional projection. In addition to the visual enhancements, hashing was used to improve the scalability of records and dimensions. The resulting visualization was evaluated by a usability study.

    Files
  • walsht.pdf

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