构建可定制的上下文感知系统

Lian Yu, Zengguang Wang, Yu Huang, Songlin Chen
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引用次数: 5

摘要

上下文感知系统根据环境上下文为用户提供主动服务。然而,现有的框架大多是针对特定的应用或技术而引入的,缺乏对不同领域应用的灵活支持。本文提出了上下文感知系统,并讨论了系统定制、演化上下文规则、交互机制和上下文使用模式等重要问题。自定义允许有效地配置和管理其功能模块,以最小的配置适应领域应用程序。通过适应新数据的演化挖掘,不断提取和演化上下文规则。交互机制关注的是系统与情境世界之间的相互作用,使系统的反应更加迅速和准确。上下文使用模式显式地定义了系统中典型的上下文使用方式。因此,所提出的系统能够适应不同的上下文域,具有可扩展性和可重用性,为用户提供更加智能、个性化和主动的服务。
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Building Customizable Context-aware Systems
Context-aware systems provide proactive services for users based on environment contexts. However, most of the existing frameworks were introduced for special applications or technology without flexible support for different domain applications. This paper proposes context-aware systems, and addresses the important issues of system customization, evolutionary context rules, interaction mechanism and context-usage patterns. Customization allows effectively configuring and managing its functional modules to fit domain applications with minimum configuration. Context rules are constantly extracted and evolved by accommodating new data to evolutionary mining. Interaction mechanism focuses on the mutual effects between systems and context world, making system response more immediately and accurately. Context-usage patterns explicitly define the typical context-usage ways in the systems. Therefore, the system proposed is adaptive to apply different context domains with scalability and reusability to provide more intelligent, personalized and proactive services to users.
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