Browsing by Author 2016 International Conference on Asian Language Processing (IALP) (Tainan, Taiwan, 21-23 Nov. 2016)

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  • Authors: Pham, Thai-Hoang; Le-Hong, Phuong (2017)

  • Short Message Service (SMS) spam is a serious problem in Vietnam because of the availability of very cheap prepaid SMS packages. There are some systems to detect and filter spam messages for English, most of which use machine learning techniques to analyze the content of messages and classify them. For Vietnamese, there is some research on spam email filtering but none focused on SMS. In this work, we propose the first system for filtering Vietnamese spam SMS. We first propose an appropriate preprocessing method since existing tools for Vietnamese preprocessing cannot give good accuracy on our dataset. We then experiment with vector representations and classifiers to find the best mod...

Browsing by Author 2016 International Conference on Asian Language Processing (IALP) (Tainan, Taiwan, 21-23 Nov. 2016)

Jump to: 0-9 A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
or enter first few letters:  
Showing results 1 to 1 of 1
  • 3059.pdf.jpg
  • Conference Paper


  • Authors: Pham, Thai-Hoang; Le-Hong, Phuong (2017)

  • Short Message Service (SMS) spam is a serious problem in Vietnam because of the availability of very cheap prepaid SMS packages. There are some systems to detect and filter spam messages for English, most of which use machine learning techniques to analyze the content of messages and classify them. For Vietnamese, there is some research on spam email filtering but none focused on SMS. In this work, we propose the first system for filtering Vietnamese spam SMS. We first propose an appropriate preprocessing method since existing tools for Vietnamese preprocessing cannot give good accuracy on our dataset. We then experiment with vector representations and classifiers to find the best mod...