Innovation and its knowledge systems are a complex phenomenon where these interact through agents to create regional innovation systems, which are clusters of organizations that produce and transform knowledge. However, due to the complex characteristics of these agents, they could be classified as social, economic, public, and private. Since these agents interact in different, continuous, and cooperative ways, it is important to develop a proper theoretical framework for studying this emergent phenomenon through bibliographic review as an analytical tool.