Towards Building Virtual Vocabularies in the Semantic Web

机译：走向在语义网中建立虚拟词汇

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The development of ontologies in current Semantic Web is in a distributed and loosely-coupled way. Knowledge workers build their vocabularies in accessible web ontologies in their own manner. Two extreme cases are: many highly related concepts are defined separately in a set of tiny ontology fragments; while some massive ontologies defines a large set of concepts, which semantically belong to different areas. These cases bring a barrier to ontology reuse. In this paper, we propose an approach to semantically reorganizing concepts defined in various ontologies. We transform the reorganization problem to a graph clustering problem, and the result of reorganization is a set of virtual vocabularies for reuse. Experiments on a massive ontology repository show that our approach is feasible and efficient.

机译：当前语义网中本体的开发是以分布式和松散耦合的方式进行的。知识工作者以自己的方式在可访问的网络本体中建立词汇表。两种极端情况是：在一组微小的本体片段中分别定义了许多高度相关的概念;一些大规模的本体定义了很多概念，这些概念在语义上属于不同的领域。这些情况为本体重用带来了障碍。在本文中，我们提出了一种语义重组各种本体中定义的概念的方法。我们将重组问题转换为图聚类问题，重组的结果是一组可供重用的虚拟词汇。在大规模本体存储库上进行的实验表明，我们的方法是可行且有效的。

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《International conference on advanced data mining and applications》|2013年|193-204|共12页
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Yunqing Wen; Xiang Zhang; Kai Shen; Peng Wang;
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ontology; virtual vocabulary; semantic web;

机译：本体虚拟词汇语义网;

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1. Linked Open Vocabularies (LOV): a gateway to reusable semantic vocabularies on the Web [J] . Vandenbussche Pierre-Yves, Atemezing Ghislain A., Poveda-Villalon Maria, Semantic web . 2017,第3期

机译：链接开放词汇（Lov）：在网络上可重用的语义词汇表的网关
2. Internet Data Analysis Methodology for Cyberterrorism Vocabulary Detection, Combining Techniques of Big Data Analytics, NLP and Semantic Web [J] . Castillo-Zuniga Ivan, Javier Luna-Rosas Francisco, Rodriguez-Martinez Laura C., International journal on Semantic Web and information systems . 2020,第1期

机译：网络万维网词汇检测互联网数据分析方法，大数据分析，NLP和语义网的组合技术
3. On the quality of vocabularies for linked dataset papers published in the Semantic Web journal [J] . Sam Stella, Hitzler Pascal, Janowicz Krzysztof Semantic web . 2018,第2期

机译：关于语义网络期刊中发布的链接数据集论文的词汇质量
4. Towards Building Virtual Vocabularies in the Semantic Web [C] . Yunqing Wen, Xiang Zhang, Kai Shen, International conference on advanced data mining and applications . 2013

机译：在语义网络中构建虚拟词汇
5. A data mining and semantic Web framework for building a Web-based recommender system. [D] . Haruechaiyasak, Choochart. 2003

机译：一种数据挖掘和语义Web框架，用于构建基于Web的推荐器系统。
6. Building a Medical Vocabulary. A Microcomputer Course. Building a Medical Vocabulary. A Microcomputer Review Course [O] . Steven M. Finkbeiner 1988

机译：建立医学词汇。微型计算机课程。建立医学词汇。微机复习课程
7. Figure 8: Finding semantically related entities in the DBpedia ontology: The Linked_data and Controlled_vocabulary entities in the DBpedia knowledge base are assumed to be semantically related to each other, since they are both contained under the same category, i.e., Semantic_Web. [O] . -1

机译：图8：在DBPedia本体中查找语义相关实体：DBPedia知识库中的Linked_data和Scround_vocabulary实体被假定在语义上彼此进行语义相关，因为它们都包含在同一类别下，即，Semantic_Web。

Towards Building Virtual Vocabularies in the Semantic Web

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