TY - GEN
T1 - Ocean of information
T2 - 14th ACM International Conference on Intelligent User Interfaces, IUI 2010
AU - Martino, Mauro
AU - Calabrese, Francesco
AU - Di Lorenzo, Giusy
AU - Andris, Clio
AU - Liang, Liu
AU - Ratti, Carlo
PY - 2010
Y1 - 2010
N2 - In this paper, we propose a tool to explore human movement dynamics in a Metropolitan Area. By analyzing a mass of individual cell phone traces, we build a Human-City Interaction System for understanding urban mobility patterns at different user-controlled temporal and geographic scales. We solve the problems that are found in available tools for spatio-temporal analysis, by allowing seamless manipulability and introducing a simultaneous\multi-scale visualization of individual and aggregate flows. Our tool is built to support the exploration and discovery of urban mobility patterns and the daily interactions of millions of people. Moreover, we implement an intelligent algorithm to evaluate the level of mobility homophily of people moving from place to place.
AB - In this paper, we propose a tool to explore human movement dynamics in a Metropolitan Area. By analyzing a mass of individual cell phone traces, we build a Human-City Interaction System for understanding urban mobility patterns at different user-controlled temporal and geographic scales. We solve the problems that are found in available tools for spatio-temporal analysis, by allowing seamless manipulability and introducing a simultaneous\multi-scale visualization of individual and aggregate flows. Our tool is built to support the exploration and discovery of urban mobility patterns and the daily interactions of millions of people. Moreover, we implement an intelligent algorithm to evaluate the level of mobility homophily of people moving from place to place.
UR - http://www.scopus.com/inward/record.url?scp=77951130692&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77951130692&partnerID=8YFLogxK
U2 - 10.1145/1719970.1720030
DO - 10.1145/1719970.1720030
M3 - Conference contribution
AN - SCOPUS:77951130692
SN - 9781605585154
T3 - International Conference on Intelligent User Interfaces, Proceedings IUI
SP - 357
EP - 360
BT - IUI 2010 - Proceedings of the 14th ACM International Conference on Intelligent User Interfaces
Y2 - 7 February 2010 through 10 February 2010
ER -