Location data can be extremely useful to study commuting patterns and disruptions, as well as to predict real-time traffic volumes. At the same time, however, the fine-grained collection of user locations raises serious privacy concerns, as this can reveal sensitive information about the users, such as, life style, political and religious inclinations, or even identities. In this paper, we study the feasibility of crowd-sourced mobility analytics over aggregate location information: users periodically report their location, using a privacy-preserving aggregation protocol, so that the server can only recover aggregates – i.e., how many, but not which, users are in a region at a given time. We experiment with real-world mobility datasets ob...
We analyze urban mobility by relying on the short-term mobility traces gathered from a publicly avai...
© 2019 Soheila Ghane EzabadiThe evolution of smart devices and sensor-enabled vehicles has brought f...
New streams of Location-based Services (LBS) Big data have risen society’s concerns in regards to da...
Information about people's movements and the locations they visit enables a wide number of mobility ...
Information about people’s movements and the locations they visit enables an increasing number of m...
A significant and growing class of location-based mobile applications aggregate position data from i...
Location and mobility patterns of individuals are important to environmental planning, societal resi...
Location-based Behavioral Analytics (LBA) holds a great potential for improving the services availab...
Privacy is an ever-growing concern in our society and is becoming a fundamental aspect to take into ...
The importance of human mobility analyses is growing in both research and practice, especially as ap...
ABSTRACT A significant and growing class of location-based mobile applications aggregate position da...
In the last years we have witnessed a pervasive use of location-aware technologies such as vehicular...
Smart-phones, wearables and mobile devices in general are the sensors of our modern world. Their se...
Movement data are sensitive, because people’s whereabouts may allow re- identification of individual...
Abstract—Nowadays companies increasingly aggregate loca-tion data from different sources on the Inte...
We analyze urban mobility by relying on the short-term mobility traces gathered from a publicly avai...
© 2019 Soheila Ghane EzabadiThe evolution of smart devices and sensor-enabled vehicles has brought f...
New streams of Location-based Services (LBS) Big data have risen society’s concerns in regards to da...
Information about people's movements and the locations they visit enables a wide number of mobility ...
Information about people’s movements and the locations they visit enables an increasing number of m...
A significant and growing class of location-based mobile applications aggregate position data from i...
Location and mobility patterns of individuals are important to environmental planning, societal resi...
Location-based Behavioral Analytics (LBA) holds a great potential for improving the services availab...
Privacy is an ever-growing concern in our society and is becoming a fundamental aspect to take into ...
The importance of human mobility analyses is growing in both research and practice, especially as ap...
ABSTRACT A significant and growing class of location-based mobile applications aggregate position da...
In the last years we have witnessed a pervasive use of location-aware technologies such as vehicular...
Smart-phones, wearables and mobile devices in general are the sensors of our modern world. Their se...
Movement data are sensitive, because people’s whereabouts may allow re- identification of individual...
Abstract—Nowadays companies increasingly aggregate loca-tion data from different sources on the Inte...
We analyze urban mobility by relying on the short-term mobility traces gathered from a publicly avai...
© 2019 Soheila Ghane EzabadiThe evolution of smart devices and sensor-enabled vehicles has brought f...
New streams of Location-based Services (LBS) Big data have risen society’s concerns in regards to da...