中文摘要：

如何提高数据预处理的效率，提高数据挖掘过程的可管理性，是数据挖掘者必须考虑的问题之一。通过对一个电信增值行业客户行为的分析，介绍了如何应用数据挖掘商业应用平台所提供的可视化流程图进行数据预处理，以期提高数据预处理的效率和过程的可管理性。

英文摘要：

How to increase the efficiency of data preprocessing, to increase the manageability of data mining process is one of the most important things for data miner to consider. Through a case of telecommunication value -added enterprise customer behavioral analysis, how to apply the visual flow charts, which is provided by data mining platform for commercial use,and to carry out data preprocessing was introduced, so as to increase the efficiency of data preprocessing, to increase the manageability of data mining process.