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    • 2. 发明公开
    • System and method of predicting a user's rating for an item in a collaborative filtering system
    • 系统和方法,用于预测制品中的协同过滤系统穿线用户
    • EP1065607A2
    • 2001-01-03
    • EP00305375.8
    • 2000-06-26
    • Xerox Corporation
    • Glance, Natalie S.Dardenne, Manfred
    • G06F17/30G06F17/60
    • G06Q30/02
    • A system and method of predicting a user's rating of a new item in a collaborative filtering system in which an initial set of correlation coefficients for the intended users is used to bootstrap the system is described. The users are members of a predetermined organization and the initial correlation coefficient for each pair of users is based on the organizational relationship between the users. Prior organizational relationship information pertaining to the strength of ties, such as a formal organization chart and social network maps built using interviews or deduced from observed (online and/or off line) interaction patterns between potential users, is used to bootstrap the filtering system. Correlation coefficients can be updated as users rate or rerate items in the system.
    • 一种系统,并且在其中一个协同过滤系统预测一个新的项的用户的评级的方法来初始设置预期用户相关系数是用来引导被描述的系统。 在使用者在预定组织以及对于每一对用户的初始相关系数的成员是基于用户之间的组织关系。 有关关系的强度之前组织关系的信息,检查作为一个正式的组织结构图,并利用采访内置或观察(在线和/或离线)预测的社交网络地图潜在用户之间的互动模式,用于引导过滤系统。 相关系数可以被更新为用户速率或rerate系统中的项目。