%0 Journal Article %T Spam filter for short message
短信过滤系统设计分析* %A HU Ri-le %A CAI Jie %A ZHONG Yi-xin %A
胡日勒 %A 蔡洁 %A 钟义信 %J 计算机应用研究 %D 2008 %I %X This paper proposed a content-based spam filter embedded in mobile phones.It used the balanced Winnow algorithm as the kernel classifier in the system,since the algorithm could classify texts faster,better and what's more,it allowed on-line setting.The Winnow classifier was suitable for systems which had limited resources and needed to be renewed at intervals.Then implemented a series of experiments to prove the good performance of the system,and analyzed the method from many aspects.This paper gave a statistic support for the information filters using balanced Winnow. %K spam filter for short massages %K spam filter %K balanced Winnow algorithm %K on-line setting
短信过滤系统 %K 垃圾过滤 %K 平衡Winnow算法 %K 在线更新 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=8916AD993345950E60F60CB469DC4623&yid=67289AFF6305E306&vid=C5154311167311FE&iid=5D311CA918CA9A03&sid=04C524CC88CBC916&eid=B287A1A04CD05645&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=7