@ARTICLE{Gruda_Martyna_Analyzing_2021, author={Gruda, Martyna and Kedziora, Michal}, volume={69}, number={4}, journal={Bulletin of the Polish Academy of Sciences Technical Sciences}, pages={e137414}, howpublished={online}, year={2021}, abstract={In the paper, we are analyzing and proposing an improvement to current tools and solutions for supporting fighting with COVID-19. We analyzed the most popular anti-covid tools and COVID prediction models. We addressed issues of secure data collection, prediction accuracy based on COVID models. What is most important, we proposed a solution for improving the prediction and contract tracing element in these applications. The proof of concept solution to support the fight against a global pandemic is presented, and the future possibilities for its development are discussed.}, type={Article}, title={Analyzing and improving tools for supporting fighting against COVID-19 based on prediction models and contact tracing}, URL={http://www.journals.pan.pl/Content/119849/PDF/05_02087_Bpast.No.69(4)_27.08.21_druk.pdf}, doi={10.24425/bpasts.2021.137414}, keywords={COVID-19, prediction models, contact tracing}, }