CAJ | 학술논문

提出了一种新型的双层垃圾邮件过滤方法.该方法基于免疫学习,免疫记忆和免疫识别等机制,具有一定的自适应能力和多样性,充分利用了垃圾邮件与非垃圾邮件的特征,从而降低了非垃圾邮件被错判的风险.实验结果表明,双层过滤方法可有效的降低垃圾邮件的虚报率(非垃圾邮件被错判为垃圾邮件的比例).
제출료일충신형적쌍층랄급유건과려방법.해방법기우면역학습,면역기억화면역식별등궤제,구유일정적자괄응능력화다양성,충분이용료랄급유건여비랄급유건적특정,종이강저료비랄급유건피착판적풍험.실험결과표명,쌍층과려방법가유효적강저랄급유건적허보솔(비랄급유건피착판위랄급유건적비례).
A double-tiers spam filtering method is proposed. The method is based on the immune learning, immune memory and immune recognition, so it has some self-adaptive capabilities and diversity behaviors. Because of making the most of feathers of spam and nonspam, the risk of non-spam being classified incorrectly is reduced. The experimental result indicates the double-tiers method is effectual in reducing the false positives (non-spam messages that have been classified incorrectly as spam).