MURAL - Maynooth University Research Archive Library



    Automating XML markup of text documents


    Akhtar, Shazia and Reilly, Ronan and Dunnion, John (2001) Automating XML markup of text documents. Other. UNSPECIFIED. (Unpublished)

    [img]
    Preview
    Download (120kB) | Preview


    Share your research

    Twitter Facebook LinkedIn GooglePlus Email more...



    Add this article to your Mendeley library


    Abstract

    We present a novel system for automatically marking up text documents into XML and discuss the benefits of XML markup for intelligent information retrieval. The system uses the Self-Organizing Map (SOM) algorithm to arrange XML marked-up documents on a two dimensional map so that similar documents appear closer to each other. It then employs an inductive learning algorithm C5 to automatically extract and apply markup rules from the nearest SOM neighbours of an unmarked document. The system is designed to be adaptive, so that once a document is marked-up; its behaviour is modified to improve accuracy. The automatically marked-up documents are again categorized on the Self-Organizing Map.

    Item Type: Monograph (Other)
    Keywords: Automatic XML markup; text documents; Self-Organizing Map (SOM) algorithm;
    Academic Unit: Faculty of Science and Engineering > Computer Science
    Item ID: 10448
    Depositing User: Prof. Ronan Reilly
    Date Deposited: 23 Jan 2019 16:01
    Refereed: Yes
    URI:

      Repository Staff Only(login required)

      View Item Item control page

      Downloads

      Downloads per month over past year