Web活动中用户画像的表示与演变

Jie Yu, Xiangfeng Luo, Zheng Xu, Fangfang Liu, Xuhui Li
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引用次数: 7

摘要

在Web服务的Web个性化和自适应Web站点的建设中,如何表示用户配置文件是关键问题之一。旨在解决用户档案表示中存在的问题,包括不能有效地表示用户最近的兴趣,缺乏动态有效的更新。提出了一种新的用户轮廓表示方法。通过计算兴趣度和主题间的关联度,进行兴趣度的更新。通过引入内存模型,可以预测用户仍然关注哪些网页。通过对所提供的用户概要上的操作进行分类,可以进行构造和演化。通过案例研究,对用户的浏览活动进行跟踪,并建立和发展相应的用户配置文件,从而证明了该方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Representation and Evolution of User Profile in Web Activity
In the Web personalization of Web service and construction of adaptive Web site, how to represent uses profile is one of the key issues. Aiming at solving the existing problems in representation of user profile includes incapability of effectively representing userpsilas recent interest, lack in dynamically effectively updating. This paper presents a new method of representation of user profile. By computing the interest degree with association degree between topics, updating of interest degree is preformed. By introducing memory model, it can predict which Web pages are still concerned by the user. By classifying the operations on the presented user profile, the construction and evolution can be done. In case study a userpsilas browsing activities is traced and corresponding user profile is built and evolves, thus to prove the feasibility of this method.
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