A system for acquiring road data includes a resource analyzer for analyzing resources used by a device on a vehicle, a context analyzer for setting a context for data valuation and decision making based the analyzed resources, a data evaluator for evaluating data based on the set context, a decision engine for determining data to acquire based on the set context, and a data acquisition device for acquiring the determined data.