… To improve prediction accuracy, this paper proposes … prediction model based on mobile
user classification. The trajectory information of a user is extracted first by analyzing real mobile …

… Human mobility prediction, which aims to predict where a user will arrive in the near future,
is a fundamental task that can benefit many areas, such as controlling the spread of infectious …

… and providing the readers with a comprehensive understanding and classification of not only
… In Section IV, the state of the art in user mobility prediction is provided and we also analyze …

… data of all users, in this paper, we propose a location prediction method based on the mobile
user classification. Firstly, we propose the user classification criteria and the corresponding …

… In a wireless network, given the mobile data traffic histories of network units and mobile
users’ mobility trajectories, our goal is to predict the mobile data traffic of network units in future …

… mobile applications and services. In this work we study the problem of predicting the next
venue a mobile user … power offered by different facets of user behavior. We first analyze about …

… of human mobility extracted from geo-spatial data in mobile … of mobility attributes (eg location,
travel pattern, and mobility … and inputting them into a classification model. We evaluate our …

… from the limited discrete location list can be regarded as a multi-classification problem, we …
Finally, we identify every single user with a user ID and add user ID embedding feature to the …

… , and can we predict more precisely whether two users u and v … of their network proximity
and mobile homophily? Our key … Another dimension of our study is the kind of classification …

… classification matrix gives an overview of correctly classified … predicted which transportation
mode the user will select and when not. Figure 4 shows the histogram of the classification …