Semantic knowledge refers to the understanding and organization of facts, concepts, and relationships within a specific domain, allowing for meaningful interpretation and communication. It is crucial for language comprehension, problem-solving, and decision-making, as it enables individuals to connect new information with existing knowledge structures.