VISUALIZATION IN MOBILITY DATA MINING S. Rinzivillo, KDDLab, ISTI, CNR, Pisa Giornata Italiana della Statistica Roma, 21 Ottobre 2013
S. Rinzivillo - Visualization in Mobility Data Mining
Dec 21, 2014
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
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 [email protected]
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…
Data scientist, the sexiest job of 21st century
… a new kind of professional has emerged, the data scientist, who combines the skills of software programmer, statistician and storyteller/artist to extract the nuggets of gold hidden under mountains of data.
Related Documents
