… -Place Prediction task of the Nokia Mobile Data Challenge. … we explore the characteristics
of their mobility traces. We then … , to predict, based on instantaneous information only, the next …

… mode from collected data and display relevant information on the fly, such as the … instant
consists of ZOIs that may not be active in prediction models formulated at another time instant. …

… mobility prediction algorithm. The objective of this algorithm is to estimate Eg[θu|xU ] from
which we derive the predictions … concerns the instantaneous accuracy of the predictions. The …

… of location information collected using mobile phones … mobility traces and show that it
constitutes an “upper bound that fundamentally limits any mobility prediction algorithm in predicting …

… Meanwhile, next location prediction may work well in instantaneous applications, while
long-… that summarizes all correlated information of last week for target location prediction. The …

… As discussed previously, since the instantaneous sampled trajectory of the mobile is a …
extract user mobility information from noisy measurements. Analysis and simulation results …

… a novel information-theoretic metric, called instantaneous entropy, to analyse an individual’s
mobility patterns and identify temporary departures from routine. Second, to predict such …

… solutions as inputs of our throughput prediction algorithm. Another source of improvement
for our algorithm is to use other types of information related to the mobile phone of the user. At …

… mobility model based on its location and velocity at the time of the recent location updates.
The prediction information … • Updating: At the th location inspection instant, a mobile observes …

… However, the instant contact information and the spatial information are not considered, … a
novel mobility prediction-based routing scheme for DTNs, in which both the spatial information …