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Context Aware Agents for Personal Information Services

机译:上下文意识到个人信息服务

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We present a society of personal information agents that work for a community of users and that are aware of the physical and social context of their users. We show how context-awareness is a feature that allows the agents to improve their performance when they work with limited resources in information spaces with a large amount of information. The use of context information allows the agents to focus their information search and, as a result of this, increase the quantity and quality of information delivered to the user. Moreover, we propose an implemented agent architecture with context-aware capabilities. We discuss this architecture in detail, focusing on the capability of exploiting the windows of opportunity provided by the awareness of the users' activity. The agents use these windows of opportunity to furnish the user with information and advice in the situation where it can be most useful. In particular, we show how context-aware information agents can assist a community of attendees to big conferences and fairs. In this application, an information agent gathers relevant information based on a model of specific interests of a user. Given the multiplicity of interesting events, and their distribution in time and space, an information agent has to deliver the gathered information in a few hours and comply to the schedule constraints. Finally we report some experimentation results to illustrate how context-awareness improve the service a society of information agents provides to a community of users in the conference application.
机译:我们展示了一个为用户社区工作的个人信息代理商,了解用户的身体和社会背景。我们展示了上下文知识如何是一种功能,允许代理在具有大量信息的信息空间中使用有限的资源时提高其性能。使用上下文信息允许代理将其信息搜索集中,并且由于此,增加了向用户提供的信息的数量和质量。此外,我们提出了一种具有上下文感知功能的实现的代理体系结构。我们详细讨论了这种架构,重点关注利用用户活动的认识提供的机会Windows的能力。代理商使用这些Windows的机会来提供用户在最有用的情况下提供信息和建议。特别是,我们展示了背景知识信息代理商如何协助与会者社区到大会和展览会。在本申请中,信息代理基于用户的特定利益模型收集相关信息。鉴于多种有趣的事件,以及它们的时间和空间分发,信息代理必须在几个小时内提供收集的信息,并遵守计划限制。最后,我们报告了一些实验结果,以说明信息意识如何改善信息代理社会向会议申请中的用户社区提供。

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