IDEAS home Printed from https://ideas.repec.org/a/bla/jamist/v57y2006i6p768-774.html
   My bibliography  Save this article

A “stereo” document representation for textual information retrieval

Author

Listed:
  • Liang Chen
  • Jia Zeng
  • Naoyuki Tokuda

Abstract

A new document representation model is presented in this paper. This model is based on the idea of representing a document by two or more pictures of the document taken from different perspectives. It is shown that by applying the stereo representation model, enhanced textual retrieval performance is achieved because the new model improves the capability of capturing individual features of the document. Experiments have been conducted on two standard corpora, TIME and ADI, using the standard term vector method and the latent semantic indexing (LSI) method based upon both the stereo representation model and the traditional representation model. Statistical t‐tests on the experimental results have convincingly illustrated that these methods achieve significant improvements in retrieval performances with the stereo representation model over those with the traditional representation model.

Suggested Citation

  • Liang Chen & Jia Zeng & Naoyuki Tokuda, 2006. "A “stereo” document representation for textual information retrieval," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(6), pages 768-774, April.
    • Handle: RePEc:bla:jamist:v:57:y:2006:i:6:p:768-774
    DOI: 10.1002/asi.20343
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/asi.20343
    Download Restriction: no
    File URL: https://libkey.io/10.1002/asi.20343?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:57:y:2006:i:6:p:768-774. 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.