A survey on deep learning for human mobility
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …
such as disease spreading, urban planning, well-being, pollution, and more. The …
Scikit-mobility: A Python library for the analysis, generation, and risk assessment of mobility data
The last decade has witnessed the emergence of massive mobility datasets, such as tracks
generated by GPS devices, call detail records, and geo-tagged posts from social media …
generated by GPS devices, call detail records, and geo-tagged posts from social media …
Modelling taxi drivers' behaviour for the next destination prediction
In this paper, we study how to model taxi drivers' behavior and geographical information for
an interesting and challenging task: the next destination prediction in a taxi journey …
an interesting and challenging task: the next destination prediction in a taxi journey …
Understanding peace through the world news
Peace is a principal dimension of well-being and is the way out of inequity and violence.
Thus, its measurement has drawn the attention of researchers, policymakers, and …
Thus, its measurement has drawn the attention of researchers, policymakers, and …
[PDF][PDF] Deep learning for human mobility: a survey on data and models
M Luca, G Barlacchi, B Lepri, L Pappalardo - ar** micro-
foundations for demography and migration studies. It offers a unique and novel methodology …
foundations for demography and migration studies. It offers a unique and novel methodology …
[PDF][PDF] Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors
Understanding and modeling the mobility of individuals is of paramount importance for
public health. In particular, mobility characterization is key to predict the spatial and temporal …
public health. In particular, mobility characterization is key to predict the spatial and temporal …
Principles and state of the art of agent-based migration modelling
Migration as an individual behaviour as well as a macro-level phenomenon happens as part
of hugely complex social systems. Understanding migration and its consequences therefore …
of hugely complex social systems. Understanding migration and its consequences therefore …
Forecasting internally displaced population migration patterns in Syria and Yemen
Objectives: Armed conflict has contributed to an unprecedented number of internally
displaced persons (IDPs), individuals who are forced out of their homes but remain within …
displaced persons (IDPs), individuals who are forced out of their homes but remain within …
Estimating countries' peace index through the lens of the world news as monitored by GDELT
Peacefulness is a principal dimension of well-being, and its measurement has lately drawn
the attention of researchers and policy-makers. During the last years, novel digital data …
the attention of researchers and policy-makers. During the last years, novel digital data …