A Generic Model for the Integrati on of Interactive Visualization and Statistical Computing Using R

Johannes Kehrer, Roland N. Boubela, Peter Filzmoser, Harald Piringer
A Generic Model for the Integrati on of Interactive Visualization and Statistical Computing Using R
Poster shown at IEEE VAST 2013 (2012-10-14-2012-10-19) In Proc. IEEE Conference on Visual Analytics Science and Technology (IEEE VAST), pages 233-234. 2012.

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Abstract

This poster describes general concepts of integrating the statistical computation package R into a coordinated multiple views framework. The integration is based on a cyclic analysis workflow. In this model, interactive selections are a key aspect to trigger and control computations in R. Dynamic updates of data columns are a generic mechanism to transfer computational results back to the interactive visualization. Further aspects include the integration of the R console and an R object browser as views in our system. We illustrate our approach by means of an interactive modeling process.

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BibTeX

@misc{kehrer-2012-mod,
  title =      "A Generic Model for the Integrati on of Interactive
               Visualization and Statistical Computing Using R",
  author =     "Johannes Kehrer and Roland N. Boubela and Peter Filzmoser
               and Harald Piringer",
  year =       "2012",
  abstract =   "This poster describes general concepts of integrating the
               statistical computation package R into a coordinated
               multiple views framework. The integration is based on a
               cyclic analysis workflow. In this model, interactive
               selections are a key aspect to trigger and control
               computations in R. Dynamic updates of data columns are a
               generic mechanism to transfer computational results back to
               the interactive visualization. Further aspects include the
               integration of the R console and an R object browser as
               views in our system. We illustrate our approach by means of
               an interactive modeling process.",
  booktitle =  "Proc. IEEE Conference on Visual Analytics Science and
               Technology (IEEE VAST)",
  event =      "IEEE VAST 2013",
  note =       "Poster presented at IEEE VAST 2013 (2012-10-14--2012-10-19)",
  pages =      "233--234",
  URL =        "https://www.cg.tuwien.ac.at/research/publications/2012/kehrer-2012-mod/",
}