Assessing and Improving Domain Knowledge Representation in DBpedia
作者: Ludovic FontAmal ZouaqMichel Gagnon
刊名: Open Journal of Semantic Web, 2017, Vol.4 (1), pp.1-19
来源数据库: RonPub UG
原始语种摘要: With the development of knowledge graphs and the billions of triples generated on the Linked Data cloud, it is paramount to ensure the quality of data. In this work, we focus on one of the central hubs of the Linked Data cloud, DBpedia. In particular, we assess the quality of DBpedia for domain knowledge representation. Our results show that DBpedia has still much room for improvement in this regard, especially for the description of concepts and their linkage with the DBpedia ontology. Based on this analysis, we leverage open relation extraction and the information already available on DBpedia to partly correct the issue, by providing novel relations extracted from Wikipedia abstracts and discovering entity types using the dbo:type predicate. Our results show that open relation...
全文获取路径: RonPub UG出版社 
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关键词翻译
关键词翻译
  • quality 品质
  • leverage 杠杆率
  • particular 细致的
  • development 开发
  • issue 
  • ensure 担保
  • especially 特别地
  • information 报告
  • representation 表现
  • providing 只要