COVID-19 comes from humans’ activities and spread by them, too. patients are increasing by time, and the virus will be more dangerous by the time because of modification in its genes that make it more fatal. there are a lot of countries that make strategies to limit its spreading, but it's still spreading increasing because of humans’ activities. these activities need assembling with high number and this is can increase the number of patients. this challenge is finding the link between these human activities and the COVID-19 spreading. our idea will find the Hotspot areas by seeing the previous human activities that lead to increasing the COVID-19 patients' number.
determining the hotspot areas moves in Two steps:
1- grouping countries into Three groups:
2- Using a model called SIR Modelthat see the trending methods in countries in group 3 (COVID-19 starts to stop spreading). the countries we used in the model are Italia, America, Japan, China, New Zealand.
- The countries will be Hotspots are countries with activities that increase the spreading of the virus from the data and the model above.
- we also use correlation Matrix that helps in seeing the activities that increase the spreading in the countries and link it with other countries to see if it will be a Hotspot of not.
By this Algorisms the app will predict:
1- Hotspot regions.
2- Reasons or human activities for making them hotspots.
3- Tracking the virus.
The data used is Best Use Data.
In our country, Egypt, the graph of COVID-19 spreading is increasing and the number of patients increases every day, and this is because of the citizens' carelessness. the meet every day and make a lot of activities that need gathering without knowing that these activities could affect them and their families. This encourages us to enter Human Factors challenge and help our country and other countries with the same problem.
the app is done by:
The other side of our solution is tracking the virus with some questions like Wha is your body temperature,etc... to tell you by some variable you have the Virus or not. we try to make these questions in an embedded system device by Arduino and some sensors, but the problem is finding these sensors in our country, so we make with software questions.