IDEAS home Printed from https://ideas.repec.org/a/bla/jamist/v52y2001i8p686-696.html
   My bibliography  Save this article

Multimedia exploratory data analysis for geospatial data mining: The case for augmented seriation

Author

Listed:
  • Myke Gluck

Abstract

The amount of spatial data collected from satellites, aerial photography, and land‐based stations continues to grow at astounding rates. In this article, the role of exploratory data analysis (EDA) for spatial data mining is reviewed and a case study addressing environmental risk assessments in New York State is presented to illustrate the feasibility and usability of augmenting seriation for spatial data analysis. For this project, seriation, a univariate EDA technique, is augmented with a class of multimedia tools including iconic matrices, choropleth mapping, graphic interactions, and sound to exploit spatial datasets to better understand the relationships among spatial, temporal, and human variables. Additional software enhancements such as three‐dimensional matrices, multivariate choropleth mapping, and tonal sonification are proposed to further improve these user‐based tools for spatial data analysis.

Suggested Citation

  • Myke Gluck, 2001. "Multimedia exploratory data analysis for geospatial data mining: The case for augmented seriation," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 52(8), pages 686-696.
    • Handle: RePEc:bla:jamist:v:52:y:2001:i:8:p:686-696
    DOI: 10.1002/asi.1119
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/asi.1119
    Download Restriction: no
    File URL: https://libkey.io/10.1002/asi.1119?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jamist:v:52:y:2001:i:8:p:686-696. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.asis.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.