Prolog is a logic programming language based on mathematical logic. It was invented in 1971 and allows programmers to model human logic and decision making. Prolog uses Horn clauses to express statements and performs backward chaining to prove goals by working backwards from what it is trying to prove to the facts. It is commonly used for intelligent data retrieval, expert systems, and other artificial intelligence applications that require symbolic reasoning.