focus of the bidding strategy from context to users' interest by computing a bid for each
impression in real time. The data mining work and particularly the bidding strategy
development becomes crucial in this performance-driven business. However, researchers in
computational advertising area have been suffering from lack of publicly available
benchmark datasets, which are essential to compare different algorithms and systems …