Abstract
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.
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Fatality Analysis Reporting System (FARS) Encyclopedia, National Highway Traffic Safety Administration (NHTSA). http://www.nhtsa.gov/FARS.
Elmasri, R. (2008). Fundamentals of database systems. Delhi: Pearson Education India.
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.
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).
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.
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.
CIA World Factbook. https://www.cia.gov/library/publications/the-world-factbook/
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.
Carter, W. N. (1991). Disaster management: A disaster manager’s handbook. Manila: Asian Development Bank.
Crisis Map of Haiti. http://haiti.ushahidi.com/.
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Oliver, D. (2016). Introduction. In: Spatial Network Data. SpringerBriefs in Computer Science. Springer, Cham. https://doi.org/10.1007/978-3-319-39621-7_1
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DOI: https://doi.org/10.1007/978-3-319-39621-7_1
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