Naslov
Mobility patterns as contributors to Covid-19 spread in Croatia

Autori
Kalaminec, Helena ; Popović, Irena ; Spudić, Robert ; Filjar, Renato

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
AIP Conference Proceedings 2570: Proc of International Scientific Conference on Communications, Information, Electronic and Energy Systems - CIEES 2021 / Filjar, Renato ; Iliev, Iliya - Ruse : American Institute of Physics (AIP), 2022, 020001-1

ISBN
978-0-7354-4375-4

Skup
International Scientific Conference on Communications, Information, Electronic and Energy Systems (CIEES 2021)

Mjesto i datum
Ruse, Bugarska, 25.11.2021. - 27.11.2021

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Mobility ; Covid-19 ; Epidemiology ; Statistical learning

Sažetak
General mobility of population is considered an important mechanism in contagion development. Here we contribute to understanding of the problem with the analysis of the effects of the general population mobility patterns on Covid-19 spread, based on openly available data provided by Google, Inc. (Global Mobility Reports) and Our World of Data (Global Covid-19 data) related to the situation in Croatia. Our machine learning-based analysis reveals several interesting insights into local customary behaviour that potentially affects the spread of disease, and identifies mobility patterns as the features with statistically significant contribution to development of epidemic indices in Republic of Croatia.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Elektrotehnika, Računarstvo, Javno zdravstvo i zdravstvena zaštita, Informacijske i komunikacijske znanosti

POVEZANOST RADA