686 citations · 856 across the 6 of their papers we have counts for
6 papers
Global multi-layer network of human mobility
Alexander Belyi, Iva Bojic, Stanislav Sobolevsky +5
Recent availability of geo-localized data capturing individual human activity together with the statistical data on international migration opened up unprecedented opportunities fo…
Collective Prediction of Individual Mobility Traces with Exponential Weights
Bartosz Hawelka, Izabela Sitko, Pavlos Kazakopoulos +1
We present and test a sequential learning algorithm for the short-term prediction of human mobility. This novel approach pairs the Exponential Weights forecaster with a very large…
Cities through the Prism of People's Spending Behavior
Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes +3
Scientific studies of society increasingly rely on digital traces produced by various aspects of human activity. In this paper, we use a relatively unexplored source of data, anony…
Scaling of city attractiveness for foreign visitors through big data of human economical and social media activity
Stanislav Sobolevsky, Iva Bojic, Alexander Belyi +4
Scientific studies investigating laws and regularities of human behavior are nowadays increasingly relying on the wealth of widely available digital information produced by human s…
Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions
Stanislav Sobolevsky, Izabela Sitko, Sebastian Grauwin +4
Intensive development of urban systems creates a number of challenges for urban planners and policy makers in order to maintain sustainable growth. Running efficient urban policies…
Geo-located Twitter as the proxy for global mobility patterns
Bartosz Hawelka, Izabela Sitko, Euro Beinat +3
In the advent of a pervasive presence of location sharing services researchers gained an unprecedented access to the direct records of human activity in space and time. This paper…