电子科技大学学报2011，Vol.40Issue(1)：95-99,5.DOI:10.3969/j.issn.1001-0548.2011.01.018
博弈论在邮件特征选择中的应用
Application of Game Theory for Email Feature Selection
摘要
Abstract
The shortages existed in the e-mail feature selection method is first analyzed. A new spam filtering feature selection model based on game theory is then proposed. The game theory is applied to feature selection of mail in order to reduce the scale of information and improve the efficiency of spam filtering. When designing the feature selection model, the impact acted by fuzzy membership of mail samples on feature selection is considered. The feature selection model's handling capacity for practical problems is enhanced by using a blending sample measure of fuzzy membership function in the definition of feature points to mail category discrimination. The experiments performed on CDSCE Corpus show that the mail feature selection is better than other feature selection methods.关键词
中文垃圾邮件/特征选择/模糊聚类分析/博弈论/隶属度函数Key words
Chinese spam filtering/ feature selection/ fuzzy clustering/ game theory/ membership function分类
信息技术与安全科学引用本文复制引用
孙晶涛,张秋余,袁占亭,董建设..博弈论在邮件特征选择中的应用[J].电子科技大学学报,2011,40(1):95-99,5.基金项目
十一五国家科技支撑计划资助项目(2006BAF01A21) （2006BAF01A21）
甘肃省教育厅科研基金(0703-07) （0703-07）
甘肃省自然科学基金项(0803RJZA024) （0803RJZA024）
