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Processing High-Speed Intelligence Feeds in Real-Time

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Intelligence and Security Informatics (ISI 2005)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3495))

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Abstract

Intelligence organizations face the daunting task of collecting all relevant pieces of information and to draw conclusions about potential threats in a timely manner. Typical information sources range from news tickers, financial transaction logs and message logs to satellite images and speech recordings. This wealth of data is continuously updated and arrives in high-speed data streams; it needs to be analyzed both in real-time (e.g., to estimate the importance of the information and to generate early threat alerts) and offline by sophisticated data mining tools. This work focuses on the real-time aspects of processing these massive streams of intelligence data. We also show how real-time and data mining components can interact effectively.

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References

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Author information

Authors and Affiliations

  1. Department of Computer Science, Cornell University,  

    Alan Demers, Johannes Gehrke, Mingsheng Hong & Mirek Riedewald

Authors
  1. Alan Demers
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  2. Johannes Gehrke
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  3. Mingsheng Hong
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  4. Mirek Riedewald
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Editor information

Editors and Affiliations

  1. Department of Library and Information Science, Rutgers University,  

    Paul Kantor

  2. School of Communication, Information and Library Studies, Rutgers University, 4 Huntington Street, 08901-1071, New Brunswick, NJ, USA

    Gheorghe Muresan

  3. Artificial Solutions, Altonaer Poststraße 13b, 22767, Hamburg, Germany

    Fred Roberts

  4. MIS Department, University of Arizona, 85721, Tucson, AZ, USA

    Daniel D. Zeng

  5. Institute of Automation, Chinese Academy of Sciences, Beijing, China

    Fei-Yue Wang

  6. Department of Management Information Systems, Eller College of Management, The University of Arizona, 85721, AZ, USA

    Hsinchun Chen

  7. College of Computing, Georgia Tech Information Security Center, Georgia Institute of Technology, 801 Atlantic Drive, 30332-0280, Atlanta, GA, USA

    Ralph C. Merkle

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© 2005 Springer-Verlag Berlin Heidelberg

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Demers, A., Gehrke, J., Hong, M., Riedewald, M. (2005). Processing High-Speed Intelligence Feeds in Real-Time. In: Kantor, P., et al. Intelligence and Security Informatics. ISI 2005. Lecture Notes in Computer Science, vol 3495. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11427995_75

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  • DOI: https://doi.org/10.1007/11427995_75

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-25999-2

  • Online ISBN: 978-3-540-32063-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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