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首页> 外文期刊>International Journal of Cooperative Information Systems >MODEL DRIVEN DEVELOPMENT OF SEMANTIC WEB ENABLED MULTI-AGENT SYSTEMS
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MODEL DRIVEN DEVELOPMENT OF SEMANTIC WEB ENABLED MULTI-AGENT SYSTEMS

机译:启用Web的语义Web多代理系统的模型驱动开发

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摘要

Semantic Web evolution brought a new vision into agent research. The interpretation of this second generation web will be realized by autonomous computational entities, called agents, to handle the semantic content on behalf of their human users. Surely, Semantic Web environment has specific architectural entities and a different semantic which must be considered to model a Multi-agent System (MAS) within this environment. Hence, in this study, we introduce a MAS development process which supports the Semantic Web environment. Our approach is based on Model Driven Development (MDD) which aims to change the focus of software development from code to models. We first define an architecture for Semantic Web enabled MASs and then provide a MAS metamodel which consists of the first class meta-entities derived from this architecture. We also define a model transformation process for MDD of such MASs. We present a complete transformation process in which the source and the target metamodels, entity mappings between models and the implementation of the transformation for two different real MAS frameworks by using a well-known model transformation language are all included. In addition to the model-to-model transformation, the implementation of the model-to-code transformation is given as the last step of the system development process. The evaluation of the proposed development process by considering its use within the scope of a real commercial software project is also discussed.
机译:语义Web的发展为代理研究带来了新视野。第二代网络的解释将通过称为代理的自治计算实体来实现,以代表其人类用户处理语义内容。当然,语义Web环境具有特定的体系结构实体和不同的语义,必须考虑在此环境中对多智能体系统(MAS)进行建模。因此,在本研究中,我们介绍了支持语义Web环境的MAS开发过程。我们的方法基于模型驱动开发(MDD),该模型旨在将软件开发的重点从代码更改为模型。我们首先为启用语义Web的MAS定义一个体系结构,然后提供一个MAS元模型,该模型包含从该体系结构派生的第一类元实体。我们还为此类MAS的MDD定义了模型转换过程。我们提出了一个完整的转换过程,其中包括源和目标元模型,模型之间的实体映射以及使用一种著名的模型转换语言对两个不同的真实MAS框架进行转换的实现。除了模型到模型的转换之外,模型到代码的转换的实现是系统开发过程的最后一步。还讨论了通过考虑在实际的商业软件项目范围内使用拟议的开发过程进行的评估。

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