S. Rinzivillo - Visualization in Mobility Data Mining

VISUALIZATION IN MOBILITY DATA MINING

S. Rinzivillo, KDDLab, ISTI, CNR, Pisa

Giornata Italiana della StatisticaRoma, 21 Ottobre 2013

Who we are

Knowledge Discovery and Data Mining Join Laboratory:

ISTI-CNR Dipartimento di

Informatica http://kdd.isti.cnr.it rinzivillo@isti.cnr.it

Knowledge Discovery & Data Mining Laboratory | kdd.isti.cnr.it

Mobility Data Mining

Several EU Projects 2004 GeoPKDD 2007 MODAP 2010 LIFT 2011 DATASIM

Focus on GPS

Access Patterns to a city

Individual Mobility

1 day

08:30h

23:40h

Image: courtesy of G. and N. Andrienko

Individual Mobility

7-day week

Monday, 8:40h

Sunday, 20:30h

Image: courtesy of G. and N. Andrienko

Individual and Collective Mobility

Human Mobility Borders

New Provinces emerging from data

Atlas of Urban Mobility

Atlas of Urban Mobility

Pisa – Inbound traffic

Pisa – Outbound traffic

Towards a Permanent Mobility Observatory

Reading more…

Reading more…

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