基于语义方法的上下文感知移动云学习动态Web服务适应框架

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引用次数: 0

摘要

大多数基于服务的应用程序(SBAs)在首次部署之后必须进行更改,这不仅仅是因为系统需求的变化以及环境本身的持续变化。随着web服务范式的发展,需要一种有效的动态适应机制来为用户提供更好的服务体验。特别是,上下文感知可以通过考虑用户的上下文和设备的上下文来适应动态适应。上下文感知将成为移动云学习(MCL)环境的一个关键领域,因为它有助于在推理过程中为学习者的前景提供正确的教育资源。上下文信息的表达采用基于语义的方法,具有较高的表达能力;然而,以往研究中的动态适应框架仍然缺乏学习者和设备的上下文信息,并且没有考虑服务质量(QoS)。此外,仅使用基于语义的技术对上下文信息和服务方面的语义表达性支持有限。本文提出了动态适应上下文感知移动云学习(DACAMoL)框架,以支持基于语义的MCL适应过程。该框架应用于MCL移动应用程序,提供基本的学习语言。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Dynamic Web Services Adaptation Framework in Context-Aware Mobile Cloud Learning using Semantic-Based Method
Most of Service-Based Applications (SBAs) have to be changed after their first deployment not solely due to the changing system requirements as well as of continuous change of the environment itself. With the growth of web service paradigm, there is a need for an efficient mechanism in dynamic adaptation process to offer users a better service experience. In particular, context-aware can be adapted in dynamic adaptation by considering user's contexts and device's contexts. Context awareness will be a key area for Mobile Cloud Learning (MCL) environment as it helps in the reasoning process to provide correct education resources for learners' prospect. Contextual information are represented using semantic-based approach for high expressiveness and formal representation for reasoning technique. However, dynamic adaptations frameworks in previous research are still lacking in terms of contextual information of the learner and device, and quality of services (QoS) were not considered. Besides, there is limited support of semantic expressiveness in terms of contextual information and services by using solely semantic-based technique. This paper proposes Dynamic Adaptation in Context Aware Mobile Cloud Learning (DACAMoL) framework to support adaptation process in MCL using semantic-based approach. The framework is applied in MCL mobile application that offers basic learning language.
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