A Formal Approach of Construction Fuzzy XML Data Model Based on OWL 2 Ontologies

A Formal Approach of Construction Fuzzy XML Data Model Based on OWL 2 Ontologies
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基于OWL 2本体构建模糊XML数据模型的形式化方法

DOI:
10.1109/access.2018.2824833
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发表时间:
2018-01-01
期刊:
影响因子:
3.9
通讯作者:
Chen, Xu
Chen, Xu
中科院分区:
计算机科学3区
文献类型:
--
作者:
Li, Weijun;Yan, Li;Chen, Xu

文献摘要

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随着网络的快速发展,已经产生了大量的电子资源。当前,XML是通过Web通过网络进行数据表示和交换的重要工具。现实世界中信息的不完整是固有的。为了处理不精确和不确定的数据,模糊的XML和模糊本体论建模最近受到更多关注。为了表示模糊信息,我们专注于模糊XML模型中的模糊信息建模和本文模糊猫头鹰2本体。此外,我们提出了一种将模糊猫头鹰2个本体(包括结构和实例)转化为模糊XML模型的方法。然后,我们证明保留了这种转换方法的详细信息,并提出了一个转换示例来解释转换过程。本文为模糊XML建模和模糊XML映射提供了一种新方法,该方法基于模糊猫头鹰2本体。
With the rapid development of the Web, a large number of electronic resources have been generated. Currently, XML has been an important tool for data representation and exchange over the Web. The incompleteness of information in the real-world is inherent. To deal with imprecise and uncertain data, fuzzy XML and fuzzy ontology modeling recently receive more attention. In order to represent the fuzzy information, we concentrate on fuzzy information modeling in a fuzzy XML model and fuzzy OWL 2 ontology in this paper. Furthermore, we propose an approach of transforming fuzzy OWL 2 ontologies (including structures and instances) into fuzzy XML models. Then we prove that the sementics of this transformation approach are preserved and propose a transforming example to explain the transforming process. This paper provides a new approach for the fuzzy XML modeling and fuzzy XML mapping based on the fuzzy OWL 2 ontologies.