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Semi-Automatic Construction of a Domain Ontology for Wind Energy Using Wikipedia Articles

机译:基于maTLaB的风能领域本体半自动构建   维基百科文章

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摘要

Domain ontologies are important information sources for knowledge-basedsystems. Yet, building domain ontologies from scratch is known to be a verylabor-intensive process. In this study, we present our semi-automatic approachto building an ontology for the domain of wind energy which is an importanttype of renewable energy with a growing share in electricity generation allover the world. Related Wikipedia articles are first processed in an automatedmanner to determine the basic concepts of the domain together with theirproperties and next the concepts, properties, and relationships are organizedto arrive at the ultimate ontology. We also provide pointers to otherengineering ontologies which could be utilized together with the proposed windenergy ontology in addition to its prospective application areas. The currentstudy is significant as, to the best of our knowledge, it proposes the firstconsiderably wide-coverage ontology for the wind energy domain and the ontologyis built through a semi-automatic process which makes use of the related Webresources, thereby reducing the overall cost of the ontology building process.
机译:领域本体是基于知识的系统的重要信息源。然而,众所周知,从头开始构建领域本体是一个非常费力的过程。在这项研究中,我们介绍了我们的半自动方法来构建风能领域的本体,这是可再生能源的一种重要类型,在全球发电中所占的份额越来越大。首先,以自动化的方式处理相关的Wikipedia文章,以确定领域的基本概念及其属性,然后组织概念,属性和关系,以形成最终的本体。我们还提供了指向其他工程本体的指针,这些本体可以与拟议的风能本体一起用于未来的应用领域。就我们所知,当前的研究意义重大,它提出了第一个相当广泛的风能领域本体,并且该本体是通过利用相关Web资源的半自动过程构建的,从而降低了整体资源成本本体构建过程。

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