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作者:

Liu, Yitian (Liu, Yitian.) | Liao, Husheng (Liao, Husheng.) (学者:廖湖声) | Su, Hang (Su, Hang.) | Gao, Hongyu (Gao, Hongyu.)

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CPCI-S

摘要:

Complex event detection technology aims at extracting valuable information from continuously incoming massive stream data quickly and accurately, which is one of the key components of complex event processing platform. XML is usually regarded as one of the data models of complex event processing platform. Although there are many efficient filtering algorithms for XML stream data, they are generally unable to support complex event queries that contain timing relationships. So we used the regular tree pattern to describe the complex event pattern, generated the macro forest transducers and the automatic for regular part matching based on the regular tree pattern grammar and proposed an efficient complex event detection method. The experimental results prove that the method have strong capability on complex event detection.

关键词:

Stream Query Extensible Markup Language(XML) Macro Forest Transducers Complex Event Detection Regular Tree Pattern

作者机构:

  • [ 1 ] [Liu, Yitian]Beijing Univ Technol, Fac Informat Technol, 100 Ping Le Yuan, Beijing, Peoples R China
  • [ 2 ] [Liao, Husheng]Beijing Univ Technol, Fac Informat Technol, 100 Ping Le Yuan, Beijing, Peoples R China
  • [ 3 ] [Su, Hang]Beijing Univ Technol, Fac Informat Technol, 100 Ping Le Yuan, Beijing, Peoples R China
  • [ 4 ] [Gao, Hongyu]Beijing Univ Technol, Fac Informat Technol, 100 Ping Le Yuan, Beijing, Peoples R China

通讯作者信息:

  • [Liu, Yitian]Beijing Univ Technol, Fac Informat Technol, 100 Ping Le Yuan, Beijing, Peoples R China

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来源 :

5TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE APPLICATIONS AND TECHNOLOGIES (ACSAT 2017)

年份: 2017

页码: 89-96

语种: 英文

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