Urban computing leveraging location-based social network data: a survey
Urban computing is an emerging area of investigation in which researchers study cities
using digital data. Location-Based Social Networks (LBSNs) generate one specific type of …
using digital data. Location-Based Social Networks (LBSNs) generate one specific type of …
[PDF][PDF] On estimating the predictability of human mobility: the role of routine
DC Teixeira, JM Almeida, AC Viana - EPJ Data Science, 2021 - Springer
Given the difficulties in predicting human behavior, one may wish to establish bounds on our
ability to accurately perform such predictions. In the case of mobility-related behavior, there …
ability to accurately perform such predictions. In the case of mobility-related behavior, there …
Filling the gaps: On the completion of sparse call detail records for mobility analysis
Call Detail Records (CDRs) have been widely used in the last decades for studying different
aspects of human mobility. The accuracy of CDRs strongly depends on the user-network …
aspects of human mobility. The accuracy of CDRs strongly depends on the user-network …
Mobile data traffic modeling: Revealing temporal facets
This paper presents a detailed measurement-driven model of mobile data traffic usage of
smartphone subscribers, using a large-scale dataset collected from a major 3G network in a …
smartphone subscribers, using a large-scale dataset collected from a major 3G network in a …
Beauty or beast: human behavioral insights and learning power of federated mobility prediction
Mobility patterns are inherently linked to human nature (eg, individual variability, temporal
dynamics, behavioral factors, curiosity, social interaction), making mobility prediction a …
dynamics, behavioral factors, curiosity, social interaction), making mobility prediction a …
Privacy protection for Wi-Fi location positioning systems
With the democratization of mobile devices embedding different positioning capabilities,
location information is used for a variety of applications. On mobile devices, the geolocation …
location information is used for a variety of applications. On mobile devices, the geolocation …
Understanding factors that impact Individual mobility prediction with federated learning
JPE Spíndula - 2024 - repositorio.ufmg.br
Os padrões de mobilidade são inerentemente vinculados à natureza humana (por exemplo:
variabilidade individual, dinâmica temporal, fatores comportamentais, curiosidade …
variabilidade individual, dinâmica temporal, fatores comportamentais, curiosidade …
Understanding routine impact on the predictability estimation of human mobility
D Teixeira, JM Almeida, AC Viana - 2021 - inria.hal.science
Given the difficulties in predicting human behavior, one may wish to establish bounds on our
ability to accurately perform such predictions. In the case of mobility-related behavior, there …
ability to accurately perform such predictions. In the case of mobility-related behavior, there …