• DocumentCode
    1595362
  • Title

    Textual data categorization: back to the phrase-based representation

  • Author

    Katrenko, Sophia

  • Author_Institution
    Fac. of Comput. Sci., Lviv Polytech. Nat. Univ., Ukraine
  • Volume
    3
  • fYear
    2004
  • Firstpage
    64
  • Abstract
    This paper primarily focuses on applying and evaluation of phrase-based representation used while classifying documents. This issue has been discussed over last decades but unfortunately not in all cases the usage of it improved accuracy of existing systems. We try to give an explanation for this and to carry out some experiments aiming at improving document categorization results.
  • Keywords
    classification; document handling; text analysis; document classification; machine learning; phrase-based representation; statistical measures; textual data categorization; Computer science; Dictionaries; Electronic mail; Machine learning; Statistical analysis; Testing; Text categorization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
  • Print_ISBN
    0-7803-8278-1
  • Type

    conf

  • DOI
    10.1109/IS.2004.1344853
  • Filename
    1344853
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1595362