Nation-wide human mobility prediction based on graph neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02645-3
Abstract: Nowadays, the anticipation of human mobility flow has important applications in many domains ranging from urban planning to epidemiology. Because of the high predictability of human movements, numerous successful solutions to perform such forecasting have… read more here.
Keywords: mobility; graph neural; human mobility; nation wide ... See more keywords
Improving human mobility identification with trajectory augmentation
Sign Up to like & getrecommendations! Published in 2019 at "GeoInformatica"
DOI: 10.1007/s10707-019-00378-7
Abstract: Many location-based social networks (LBSNs) applications such as customized Point-Of-Interest (POI) recommendation, preference-based trip planning, travel time estimation, etc., involve an important task of understanding human trajectory patterns. In particular, identifying and linking trajectories to… read more here.
Keywords: trajectory; mobility identification; location; improving human ... See more keywords
Discovering Interest Based Mobile Communities
Sign Up to like & getrecommendations! Published in 2017 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-017-0811-3
Abstract: Human mobility has attracted lots of attention in the domain of wireless communication technologies and behavioral sciences. Exploring and analyzing human movements that are changing over time, relating to user habits and depending on spacial… read more here.
Keywords: mobile communities; discovering interest; based mobile; interest based ... See more keywords
The spatiotemporal transmission dynamics of COVID-19 among multiple regions: a modeling study in Chinese provinces
Sign Up to like & getrecommendations! Published in 2021 at "Nonlinear Dynamics"
DOI: 10.1007/s11071-021-07001-1
Abstract: Current explosive outbreak of COVID-19 around the world is a complex spatiotemporal process with hidden interactions between viruses and humans. This study aims at clarifying the transmission patterns and the driving mechanism that contributed to… read more here.
Keywords: transmission; among multiple; china; spatiotemporal transmission ... See more keywords
The mediating effect of air quality on the association between human mobility and COVID-19 infection in China
Sign Up to like & getrecommendations! Published in 2020 at "Environmental Research"
DOI: 10.1016/j.envres.2020.109911
Abstract: Abstract Background Previous studies have found that human mobility restrictions could not only prevent the spread of COVID-19, but also improve the air quality because of the reduction of industrial production, transportation and traffic. It… read more here.
Keywords: covid; human mobility; air quality;
The impacts of COVID-19 lockdown on PM10 and SO2 concentrations and association with human mobility across Turkey
Sign Up to like & getrecommendations! Published in 2021 at "Environmental Research"
DOI: 10.1016/j.envres.2021.111018
Abstract: The SARS-CoV-2 virus pandemic (COVID-19) has caused 2.25 million deaths worldwide by February 3, 2021 (JHU, 2021) and still causing severe health and economic disruptions with increasing rates. This study investigates the impact of lockdown… read more here.
Keywords: mobility; so2 concentrations; association human; human mobility ... See more keywords
Distinct weather conditions and human mobility impacts on the SARS-CoV-2 outbreak in Colombia: Application of an artificial neural network approach
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Hygiene and Environmental Health"
DOI: 10.1016/j.ijheh.2021.113833
Abstract: The coronavirus disease 2019 (COVID-19) is still spreading fast in several tropical countries after more than one year of pandemic. In this scenario, the effects of weather conditions that can influence the spread of the… read more here.
Keywords: weather conditions; mobility; neural network; distinct weather ... See more keywords
Real-Time Forecasting of COVID-19 Cases Using Human Mobility in Ontario, Canada
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Infectious Diseases"
DOI: 10.1016/j.ijid.2021.12.261
Abstract: Purpose To minimize the impact of the COVID-19 pandemic, local public health authorities are often required to make prompt and informed decisions on anticipated case-loads, resource allocation for surveillance and testing, and public health intervention… read more here.
Keywords: human mobility; real time; health; model ... See more keywords
Crossing the Pyrenees during the Late Glacial Maximum. The use of geochemistry to trace past human mobility
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Anthropological Archaeology"
DOI: 10.1016/j.jaa.2019.101105
Abstract: Abstract Chert was one of the most used lithic raw materials by Palaeolithic groups to make their tools. Their characterisation is essential for determining their provenance and inferring mobility patterns and lithic procurement strategies. The… read more here.
Keywords: glacial maximum; mobility; geochemistry; late glacial ... See more keywords
Addressing human mobility in Iberian Neolithic and Chalcolithic ditched enclosures: The case of Perdigões (South Portugal)
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Archaeological Science: Reports"
DOI: 10.1016/j.jasrep.2020.102264
Abstract: Abstract To access the role of mobility in the social trajectory of Late Neolithic and Chalcolithic societies in the South of Portugal (Southwest Iberia) a project was design to address the human, animal and object/raw… read more here.
Keywords: mobility; neolithic chalcolithic; south portugal; ditched enclosures ... See more keywords
Understanding senior's daily mobility patterns in California using human mobility motifs
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Transport Geography"
DOI: 10.1016/j.jtrangeo.2021.103117
Abstract: Abstract Population ageing has been a thorny issue in many countries. One of the challenges is how to improve and change transportation design and transport policy development to adapt to the dramatic changes in the… read more here.
Keywords: mobility; human mobility; california using; mobility patterns ... See more keywords