This paper presents the u-map, a user-centric crowd-sourcing QoE-based geo-database recommendation system that enables clients to upload information about their profile, their quality-of-experience (QoE) feedback for a service, traffic demand, network/spectrumconditions (e.g., interference, coverage), providers, and their position (e.g., GPS-based measurements) in a spatio-temporal geo-database...