Urban Analysis for the XXI Century: Jornadas BigDataCyL 2013

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Urban Analysis for the XXI Century: Jornadas BigDataCyL 2013

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  • Compartmental Models
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  • Compartmental Models
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  • Urban Analysis for the XXI Century: Jornadas BigDataCyL 2013

    1. 1. URBAN ANALYSIS FOR THE XXI CENTURY:Enrique Frias-Martinez Telefonica Research, Madrid, Spain efm@tid.es
    2. 2. Smart Cities have been recently pointed by experts as an emerging market with enormous potential, which is expected to drive the digital economy forward… “The 19th century was a century of empires, the 20th century was a century of nation states, the 21st century will be a century of cities” Wellington E. Webb, former mayor of Denver
    3. 3. Unprecedented Historic Moment Digital Footprints For the first time in human history, we have access to large-scale human behavioral data at varying levels of spatial and temporal granularities
    4. 4. Collecting large volumes of real data about human urban behavior is a challenging yet high value problem
    5. 5. Call Detail Records 2233445566|3E884DB|15/02/2011|23:02:35|... 2233445567|3E884DC|16/02/2011|23:02:35|... 2233445568|3E884DD|17/02/2011|23:02:35|... 2233445569|3E884E5|18/02/2011|23:02:35|... URBAN 1-4km²
    6. 6. Big Data Sources
    7. 7. City Modelling Robust Land Use Characterization of Urban Landscapes using Cell Phone Data
    8. 8. 1 Cluster 1: Industrial & Offic e
    9. 9. 1 Cluster 2: Business & Commerc ial
    10. 10. 1 Cluster 3: Nightlife
    11. 11. 1 Cluster 4: Leisure & Transport
    12. 12. 1 Cluster 5: Residential
    13. 13. Combining mobility and social Networks
    14. 14. City Modelling Estimating Commuting Patterns Using Pervasive Infrastructures
    15. 15. OD Matrix
    16. 16.  Can we estimate thew OD Matrix with the pervasive infrastructure provided by TEF? Problem Formulation
    17. 17. Data: October 2009
    18. 18. Mobility and Natural Disasters

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