• DocumentCode
    2666018
  • Title

    Flexible length phrases in document classification

  • Author

    Radosevic, D. ; Dobsa, J.

  • Author_Institution
    Fac. of organization & informatics, Zagreb Univ.
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    457
  • Lastpage
    462
  • Abstract
    In this paper we investigate possibility of using phrases of flexible length in classification of textual documents as an extension to classic bag of words document representation where documents are represented using single words as index terms. The investigation is conducted on collection of articles from Vecernji list. It is shown that usage of flexible length phrases improves precision of automatic document classification and there are indications that such approach could be used for genre classification
  • Keywords
    classification; text analysis; vocabulary; automatic document classification; flexible length phrases; genre classification; index terms; textual document classification; word document representation; Design for experiments; Frequency; Indexing; Informatics; Large-scale systems; Stress; Support vector machine classification; Support vector machines; Text categorization; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces, 2006. 28th International Conference on
  • Conference_Location
    Cavtat/Dubrovnik
  • ISSN
    1330-1012
  • Print_ISBN
    953-7138-05-4
  • Type

    conf

  • DOI
    10.1109/ITI.2006.1708524
  • Filename
    1708524
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2666018