Cognitive Resource Aware Service Provisioning

A. Molina, In-Young Ko
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引用次数: 7

Abstract

The vision of spontaneously delivering ubiquitous services to mobile users stands on the tradition of reflecting functional and non-functional requirements. Nevertheless, existing approaches do not reason in advance about the potential conflicts of mobility activities with human-computer interaction based tasks. These conflicts may burden the user with unexpected interruptions that overload the central human-cognitive capacity. This paper introduces a novel cognitive engineering mechanism to optimize service functionality co ordinations during runtime in accordance with situational demands of cognitive resources. We base our resource aware approach for service coordination optimization on two theories from cognitive psychology -- the human-processing system theory of Navon and the multiple resource theory of Wickens. On top of this psychological background, we introduce a specific mechanism for varying service co ordinations.
认知资源感知服务发放
自发地向移动用户提供无处不在的服务的愿景基于反映功能和非功能需求的传统。然而,现有的方法并没有提前推理出移动活动与基于人机交互的任务之间的潜在冲突。这些冲突可能会给用户带来意想不到的中断,从而使人类的核心认知能力超负荷。本文介绍了一种新的认知工程机制,根据认知资源的情景需求,优化运行时服务功能协调。我们的服务协调优化资源感知方法基于两种认知心理学理论——纳文的人类处理系统理论和威肯斯的多重资源理论。在这种心理背景之上,我们引入了一种特定的机制,用于不同的服务协调。
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