Semantic networks are a form of knowledge representation that visually organize information by depicting concepts as nodes and the relationships between them as connecting links. This structure enables machines to interpret and infer additional information by analyzing the connections, facilitating understanding of complex data, enabling reasoning, and supporting tasks like natural language processing and semantic analysis in artificial intelligence systems.