垃圾短信通常包含虚假和欺诈的广告,给消费者造成了损失。本文研究了在手机客户端实现基于黑白名单方法和支持向量机算法联合实现垃圾短信过滤。采用J2ME技术使过滤系统能够在多种品牌智能手机和多种手机操作系统上运行,并用软件产品线思想指导软件开发,使系统易于升级与维护。 Spam usually contains fake and fraudulent advertisements, causing consumers loss. This paper studies how to realize spam filtering based on black-and-white list and support vector machine algorithm in mobile client. The use of J2ME technology allows the filtration system to run on a wide range of branded smartphones and cell phone operating systems and to guide the software development with a software product line that makes the system easy to upgrade and maintain.