Telecommunications Science ›› 2016, Vol. 32 ›› Issue (12): 109-115.doi: 10.11959/j.issn.1000-0801.2016304

• Operating technology wide-angle • Previous Articles     Next Articles

A real time approach to user interest classification using DPI

Kang CHEN1,Huazheng FU1,Chong CHEN1,Yuyi ZHANG2,Yu WEI3   

  1. 1 Guangzhou Research Institute of China Telecom Co., Ltd., Guangzhou 510630, China
    2 School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China
    3 Guangzhou Useease Information Technology Co., Ltd., Guangzhou 510630, China
  • Online:2016-12-20 Published:2017-04-26

Abstract:

In recent years, with the rapid development of internet, telecom operators can gather more and more DPI data. How to mine and classify huge amounts of DPI data in real time is the key point. A DPI data classification method was presented, which combined the URL classification model based on mixed n-gram features and the Doc2Vec based text classification algorithm. The DPI data classification speed and classification accuracy were greatly improved, and good support for precise marketing was provided.

Key words: DPI, URL classification, text classification, n-gram, Doc2Vec

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