Conceptual Graphs are a form of knowledge representation in artificial intelligence that visually organize information through nodes and edges. Nodes represent concepts or entities, while edges illustrate the relationships between them. This graph-based approach facilitates understanding, reasoning, and inference by providing a structured, formal way to model complex knowledge, enabling efficient communication between humans and AI systems.