An Effective Information Filtering Method Based on the LTE Network

被引:0
|
作者
Dou, Huijing [1 ]
Bian, Tingting [1 ]
机构
[1] Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
来源
PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015) | 2015年
关键词
LTE; information filtering; KNN (Key Nearest Neighbor); Bayesian classification; Adaboost;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the rapid development of the information technology, more and more high-speed networks came out. The 4G LTE network as a recently emerging network has gradually entered the mainstream of the communication network. This paper proposed an effective content-based information filtering based on the 4G LTE high-speed network by combing the content-based filter and traditional simple filter. Firstly, raw information is pre-processed by five-tuple filter. Secondly, we determine the topics and character of the source data by key nearest neighbor text classification after minimum-risk Bayesian classification. Finally, the improved AdaBoost algorithm achieves the four-level content-based information filtering. The experiments reveal that the effective information filtering method can be applied to the network security, big data analysis and other fields. It has high research value and market value.
引用
收藏
页码:1428 / 1432
页数:5
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