User Behavior Analyses Based on Network Data Stream Scenario

摘要：

　　Traditional data stream analysis focused mainly on the protocol and the content of the stream,which ignored the behavior information delegated by the stream scenario.This paper proposes a user behavior analysis method based on network data stream scenario.Aiming at the characteristic of network stream,we model the users network access behavior in formalization and express the users network access behaviors in data stream graph.On this basis,we abstract out user behaviors patterns by aggregating and contracting the data stream graph into clusters,identify the user behavior by matching the users access behavior and the user behavior pattern.The experiment results show that the method demand in user network behavior analysis is able to meet with lower false rate and missing rate.

关键词： network data stream behavior modleing data stream scenario access pattern

作者: Hao Wei Xingyuan Chen Chao Wang

作者单位: Zhengzhou Information Science and Technology Institute Henan Province Information Security Key Laboratory Zhengzhou, China

会议类型: 国际会议

会议名称: 2012 IEEE 14th International Conference on Communication Technology(2012年第十四届通信技术国际会议(ICCT 2012))

会议地点: 成都

会议语种:英文

页码: 1101-1105

在线出版日期: 2012-11-09（万方平台首次上网日期，不代表论文的发表时间）