Personalized E-Mail Agent

• Main Authors: Deng, Yu-hsiung, 鄧宇雄
• Other Authors: Jane Yung-jen Hsu
• Format: Others
• Language: zh-TW
• Published: 1998
• Online Access: http://ndltd.ncl.edu.tw/handle/92391085720518517291

碩士 === 國立臺灣大學 === 資訊工程學系 === 86 === A personalized information filtering system must specialize to current interests of the user and adapt as the change over time. This thesis presents an E-mail agent as a personalized filtering system. An approach to classify mails according to user''s interests or habits and one to prioritize user''s new mails are proposed. This thesis presents the basic framework for personalized E-mail agents, and describes an implementation P@rty. The classification mechanisms used are the vector space model and the feature selection. The prioritization mechanisms used are relevance feedback and time decay. The user interface is friendly. Experimental results indicate that P@rty can be personalized to serve some of the mails filtering needs of the user, in particular, those that are more regular and predictable. Relevance feedback is good for specializing to user interests.