Bid keyword suggestion in sponsored search based on competitiveness and relevance.

•We perform a comprehensive study on keyword bidding in sponsored search.•We propose a competitiveness and relevance-based bid keyword suggestion method.•We model bid keyword suggestion as a mixed integer optimization problem.•Experiments demonstrate the effectiveness of our proposed method.