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 …
[HTML][HTML] Improving the evidence base: A methodological review of the quantitative climate migration literature
The question whether and how climatic factors influence human migration has gained both
academic and public interest in the past years. Based on two meta-analyses, this paper …
academic and public interest in the past years. Based on two meta-analyses, this paper …
A deep gravity model for mobility flows generation
The movements of individuals within and among cities influence critical aspects of our
society, such as well-being, the spreading of epidemics, and the quality of the environment …
society, such as well-being, the spreading of epidemics, and the quality of the environment …
Forecasting asylum-related migration flows with machine learning and data at scale
The sudden and unexpected migration flows that reached Europe during the so-called
'refugee crisis' of 2015–2016 left governments unprepared, exposing significant …
'refugee crisis' of 2015–2016 left governments unprepared, exposing significant …
Ethical considerations in social media analytics in the context of migration: lessons learned from a Horizon 2020 project
The ubiquitous use of social platforms across the globe makes them attractive options for
investigating social phenomena including migration. However, the use of social media data …
investigating social phenomena including migration. However, the use of social media data …
[PDF][PDF] 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 …
Using organic data in migration research
K Donato, J Elizabeth, S Lisa, A Ali… - International …, 2024 - journals.sagepub.com
This paper introduces a special issue of International Migration Review and overviews the
promise and limitations of organic data for migration research. We explain different …
promise and limitations of organic data for migration research. We explain different …
Measuring migration 2.0: a review of digital data sources
J Tjaden - Comparative Migration Studies, 2021 - Springer
The interest in human migration is at its all-time high, yet data to measure migration is
notoriously limited.“Big data” or “digital trace data” have emerged as new sources of …
notoriously limited.“Big data” or “digital trace data” have emerged as new sources of …
Establishing the integrated science of movement: bringing together concepts and methods from animal and human movement analysis
Movement analysis has become an integral part of many disciplines, yet with relatively little
overlap. A foresight paper in this journal entitled “Towards an integrated science of …
overlap. A foresight paper in this journal entitled “Towards an integrated science of …
Predictive modelling of movements of refugees and internally displaced people: towards a computational framework
K Hoffmann Pham, M Luengo-Oroz - Journal of Ethnic and …, 2023 - Taylor & Francis
Predicting forced displacement is an important undertaking of many humanitarian aid
agencies, which must anticipate flows in advance in order to provide vulnerable refugees …
agencies, which must anticipate flows in advance in order to provide vulnerable refugees …