垃圾短信过滤方法的研究与仿真  

The Study of the Method of Filtering Spam Messages and Simulation

作　　者：邝涛[1] 

机构地区：[1]新乡学院计算机与信息工程学院,河南新乡453000

出　　处：《科技通报》2012年第8期159-161,共3页Bulletin of Science and Technology

基　　金：河南省科技厅基础与前沿技术研究类重点课题(112300410262);(112300410266)

摘　　要：提出一种改进粒子群的垃圾短信信息过滤算法,将垃圾短信特有特征权值搜索改造为一个非线性权值递减搜索,加快短信中存在的"噪声"权值的递减速度,使得算法排除"噪声"干扰,尽快进入有用信息的过滤。实验证明,该方法提高了垃圾短信过滤的准确度。Puts forward an improved particle swarm SMS spare information filtering algorithm, will the garbage SMS feature weights special search transform for a nonlinear weights diminishing search, speed up the short interest exists in the ／＂noise／＂ of the weight values decline rate, make algorithm ruled out ／＂noise／＂ interference, as soon as possible into useful information filtering. The experimental results prove that the algorithm enhances the accuracy of filtering spam messages.

关 键 词：垃圾短信 噪声干扰 改进粒子群 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]