个性化服务的用户模型

YeSun Joung, M. Zarki, R. Jain
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引用次数: 20

摘要

用户模型对于支持个性化服务至关重要。然而,在大多数系统中使用的用户模型是以特别的方式设计的,并且通常与其应用程序域相关。它阻碍了服务互操作性并增加了工作量。在本文中,我们着重于定义一个通用的用户模型,以表示用户信息和用户上下文。本文对现有的基于上下文的系统进行了综述,并提出了一种个性化的用户模型。该调查分析了以前基于上下文的系统,并提供了在其系统中使用的不同类型的功能。在此基础上,我们提出了一个用户模型来捕获用户信息和个性化应用的上下文。
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A user model for personalization services
A user model is essential to support personalization services. However, the user models that are used in most systems are designed in an ad-hoc manner and often related to their application domains. It hinders service interoperability and increases the amount of work. In this paper, we focus on defining a general user model in order to represent user information and the user context. This paper contributes two points: a survey on existing context based systems and a user model for personalization. The survey analyses previous context based systems and provides different kinds of features used in their systems. Based on this survey, we propose a user model to capture user information and contexts for personalization application.
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