Knowledge representation is a field in artificial intelligence concerned with how to formally think about the world and how to represent those thoughts in a way that a computer system can utilize to solve complex tasks. It involves the abstraction of real-world entities and relationships into a format that allows for reasoning, learning, and decision-making processes by machines.