Contact tracing algorithms automate the process of identifying and notifying contacts. These algorithms use data collected from various sources, such as mobile phones, credit card transactions, and social media interactions, to map out a network of contacts. The data is then analyzed using various models to determine the probability of transmission and identify high-risk contacts who should be notified and advised to quarantine.