s. rinzivillo - visualization in mobility data mining
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VISUALIZATION IN MOBILITY DATA MINING
S. Rinzivillo, KDDLab, ISTI, CNR, Pisa
Giornata Italiana della StatisticaRoma, 21 Ottobre 2013
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Who we are
Knowledge Discovery and Data Mining Join Laboratory:
ISTI-CNR Dipartimento di
Informatica http://kdd.isti.cnr.it [email protected]
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Knowledge Discovery & Data Mining Laboratory | kdd.isti.cnr.it
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Mobility Data Mining
Several EU Projects 2004 GeoPKDD 2007 MODAP 2010 LIFT 2011 DATASIM
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Focus on GPS
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Access Patterns to a city
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Individual Mobility
1 day
08:30h
23:40h
Image: courtesy of G. and N. Andrienko
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Individual Mobility
7-day week
Monday, 8:40h
Sunday, 20:30h
Image: courtesy of G. and N. Andrienko
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Individual and Collective Mobility
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Human Mobility Borders
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New Provinces emerging from data
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Atlas of Urban Mobility
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Atlas of Urban Mobility
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Pisa – Inbound traffic
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Pisa – Outbound traffic
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Towards a Permanent Mobility Observatory
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Reading more…
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