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    • 5. 发明授权
    • Method and apparatus for automatic updating of user profiles
    • 自动更新用户资料的方法和装置
    • US07243105B2
    • 2007-07-10
    • US10334117
    • 2002-12-31
    • Marcus ThintSimon J Case
    • Marcus ThintSimon J Case
    • G06F17/00
    • G06F17/30867Y10S707/99942Y10S707/99943Y10S707/99944Y10S707/99945
    • Appropriate updates to a respective user profile are inferred from monitored user activity. Such updates are suitable for use with applications programs that customize services based upon data and attributes stored in a user profile. The apparatus is arranged to personalize various aspects of a preferred profile updating process on the basis of stored user preferences, applying meta-rules to apply those user preferences to the definition of a set of personalized rule weights to be applied in a fuzzy inference process that infers profile updates by applying fuzzy rules and fuzzy sets to the analysis of event statistics derived from the results of user monitoring. The personalized rule weights are applied to selectively adjust the effect of particular fuzzy rules. In addition, mapping of event statistics to fuzzy rule premises in the fuzzy inference process may be personalized through the use of user-defined fuzzy sets.
    • 从受监控的用户活动推断相应用户简档的适当更新。 这样的更新适用于基于存储在用户简档中的数据和属性来定制服务的应用程序。 该装置被设置为基于存储的用户偏好来个性化优选简档更新过程的各个方面,应用元规则以将这些用户偏好应用于要在模糊推理过程中应用的一组个性化规则权重的定义, 通过将模糊规则和模糊集应用于从用户监控结果导出的事件统计分析来推断个人资料更新。 应用个性化规则权重来选择性地调整特定模糊规则的效果。 另外,可以通过使用用户定义的模糊集来将事件统计量映射到模糊推理过程中的模糊规则场所。