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A Mobile Log Data Analysis System Based on Multidimensional Data Visualization

  • Conference paper
Database Systems for Advanced Applications (DASFAA 2014)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8422))

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Abstract

The log data collected from mobile telecom services contains plenty of valuable information. The critical technical challenges to mobile log analysis include how to extract information from unformatted raw data, as well as how to visually represent and interact with the analysis results. In this paper, we demonstrate MobiLogViz, which seamlessly combines multidimensional data visualization and web usage mining techniques. By automatically processing the log data and providing coordinated views with various interactions, MobiLogViz effectively aids users in analyzing and exploring mobile log data.

This work is a part of the joint research project with EMC Labs China (the Office of CTO, EMC Corporate), and is funded by EMC China Center of Excellence.

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References

  1. Card, S.K., Mackinlay, J.D., et al. (eds.): Readings in information visualization: Using vision to think. Morgan Kaufmann Publishers Inc., San Francisco (1999)

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Author information

Authors and Affiliations

  1. College of Computer Science, Sichuan University, Chengdu, China

    Ting Liang, Min Zhu, Mingzhao Li & Qihong Gan

  2. EMC Labs, Bei**g, China

    Yu Cao & Baoyao Zhou

Authors
  1. Ting Liang
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  2. Yu Cao
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  3. Min Zhu
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  4. Baoyao Zhou
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  5. Mingzhao Li
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  6. Qihong Gan
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Editor information

Editors and Affiliations

  1. School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798, Singapore, Singapore

    Sourav S. Bhowmick

  2. Department of Computer Science, Utah State University, Old Main Hill, 4205, 84322-4205, Logan, UT, USA

    Curtis E. Dyreson

  3. Department of Computer Science, Aalborg University, Selma Lagerløfs Vej, 300, 9220, Aalborg Øst, Denmark

    Christian S. Jensen

  4. Department of Computer Science, National University of Singapore, 13 Computing Drive, 117417, Singapore, Singapore

    Mong Li Lee

  5. Department of Computer Science, Udayana University, Jl. Kampus Unud Jimbaran Bali, 80364, Badung, Bali, Indonesia

    Agus Muliantara

  6. Information Systems Engineering, Christian-Albrechts-Universität zu Kiel, Olshausenstrasse 40, 24098, Kiel, Germany

    Bernhard Thalheim

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© 2014 Springer International Publishing Switzerland

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Liang, T., Cao, Y., Zhu, M., Zhou, B., Li, M., Gan, Q. (2014). A Mobile Log Data Analysis System Based on Multidimensional Data Visualization. In: Bhowmick, S.S., Dyreson, C.E., Jensen, C.S., Lee, M.L., Muliantara, A., Thalheim, B. (eds) Database Systems for Advanced Applications. DASFAA 2014. Lecture Notes in Computer Science, vol 8422. Springer, Cham. https://doi.org/10.1007/978-3-319-05813-9_41

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  • DOI: https://doi.org/10.1007/978-3-319-05813-9_41

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-05812-2

  • Online ISBN: 978-3-319-05813-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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