When a person is diagnosed with COVID-19 in South Korea, the government makes use of new technologies through GPS tracking, tracing credit card histories, and telephone records to see where a particular person has been. This comes alongside other measures such as banning all public gatherings. Of course, European concerns for privacy rights means that this kind of activity would be, at the least, highly controversial in Europe.
Read more about the European debate on privacy here and here