• DocumentCode
    3102034
  • Title

    Author Profiling for Vietnamese Blogs

  • Author

    Pham, Dang Duc ; Tran, Giang Binh ; Pham, Son Bao

  • Author_Institution
    Human Machine Interaction Lab., Vietnam Nat. Univ., Hanoi, Vietnam
  • fYear
    2009
  • fDate
    7-9 Dec. 2009
  • Firstpage
    190
  • Lastpage
    194
  • Abstract
    This paper presents the first work in the task of author profiling for Vietnamese blogs. This task is important in threat identification and marketing intelligence. We have developed a Vietnamese Blog Profiling framework to automatically predict age, gender, geographic origin and occupation of weblogs´ authors purely based on language use. The experiments on the blogs corpus we collected show very promising results with accuracy of around 80% across all traits.
  • Keywords
    Web sites; information analysis; linguistics; Vietnamese blogs; author profiling; marketing intelligence; threat identification; Blogs; Computer networks; Demography; Electronic mail; Humans; Information technology; Internet; Machine intelligence; Natural languages; Paper technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asian Language Processing, 2009. IALP '09. International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-0-7695-3904-1
  • Type

    conf

  • DOI
    10.1109/IALP.2009.47
  • Filename
    5380763