This paper summarizes the literature about the following aspects: the definitions of customer churn and customer churn management; research contents and application scenarios of customer churn issues; customer churn prediction algorithms and feature extraction methods; the evaluation technologies and measurements. In the end, we point out the shortcomings of the current research and put forward some future research directions.