The Hyperlink-Induced Topic Search (HITS) algorithm is a web page ranking algorithm that evaluates the relevance and popularity of web pages based on the linkage structure among them. It identifies authoritative pages (hubs) that link to many relevant pages and authoritative content (authorities) that receive many links from hubs, providing a comprehensive analysis of the web page's importance and popularity within a specific topic or domain.