ABSTRACT
When the World Health Organization declared world pandemic in 2020 due to high propagation rate of the COVID-19, several government levels (municipalities, states and countries) initiated actions to try to fight the spread of the disease. Most of these actions where some sort of quarantine or urban mobility restrictions. To guide the governments' actions and decisions, several factors have to be considered, such as propagation and lethalness of the disease for each administrative region. However, die to the differences between urban regions, in Brazil, the final decision as to which actions to take were left to the municipalities. For this reason, o goal of this study is to, based on the official data available for the city of Rio de Janeiro, use Artificial Intelligence tools and Multicriteria Methods to identify the administrative regions that will require a higher level of attention in the event of a second wave of COVID-19. (English) [ FROM AUTHOR]