Part of the SpringerBriefs in Computer Science book series (BRIEFSCOMPUTER)


This chapter presents the illustrative application domains for why spatial network data summarization is important as well as a summarization framework for different types or genres of data. The chapter ends by detailing the associated computational challenges.


Road Network West Nile Virus Disaster Response Spatial Network Network Distance 
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  1. 1.
    Fatality Analysis Reporting System (FARS) Encyclopedia, National Highway Traffic Safety Administration (NHTSA).
  2. 2.
    Elmasri, R. (2008). Fundamentals of database systems. Delhi: Pearson Education India.zbMATHGoogle Scholar
  3. 3.
    Shekhar, S., Evans, M. R., Kang, J. M., & Mohan, P. (2011). Identifying patterns in spatial information: A survey of methods. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 1(3), 193–214.Google Scholar
  4. 4.
    MacQueen, J. (1967). Some methods for classification and analysis of multivariate observations. In Proceedings of the fifth Berkeley symposium on mathematical statistics and probability (Vol. 1 No. 14).Google Scholar
  5. 5.
    Oliver, D., Shekhar, S., Kang, J. M., Laubscher, R., Carlan, V., & Bannur, A. (2014). A k-main routes approach to spatial network activity summarization. IEEE Transactions on Knowledge and Data Engineering, 26(6), 1464–1478.CrossRefGoogle Scholar
  6. 6.
    Oliver, D., Shekhar, S., Kang, J. M., Laubscher, R., Carlan, V., & Evans, M. R. (2012). Geo-referenced time-series summarization using k-full trees: A summary of results. In 2012 IEEE 12th International Conference on Data Mining Workshops (ICDMW). IEEE.Google Scholar
  7. 7.
  8. 8.
    Ernst, M., Lang, M., & Davis, S. (2011). Dangerous by design: Solving the epidemic of preventable pedestrian deaths. Transportation for America: Surface Transportation Policy Partnership, Washington, DC.Google Scholar
  9. 9.
    Carter, W. N. (1991). Disaster management: A disaster manager’s handbook. Manila: Asian Development Bank.Google Scholar
  10. 10.
    Crisis Map of Haiti.

Copyright information

© The Author(s) 2016

Authors and Affiliations

  1. 1.ESRIRedlandsUSA

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