The subject matter described herein relates to wireless network discovery, management, the enabling of services, and economic exchanges in a cooperative manner by one or more federated sets of consumers, one or more access point providers, and one or more wireless service providers. Described herein are methods and apparatus for the discovery, classification, and management of wireless networks. The methods and apparatuses described herein may leverage two complementary elements impacting the performance of wireless LANs: (1) organization and management of the wireless access points (hot spots) from an ontology perspective, and (2) organization of mobile devices as a federation.