关联数据的自动关联构建研究

Research on Automatic Interlinking of Linked Data

介绍三种自动关联构建的方法——基于实体的文本映射、基于图相似度的映射和基于规则的关联构建。基于实体的文本映射是实现自动关联的基本方法,图映射是对单一三元组比较方法的扩展,这两种方法都具有很强的通用性,但创建的关系类型却非常有限。而基于规则的关联构建能够创建较为丰富和复杂的关系,但依赖于特定的数据模型和相关规则。

This paper introduces three automatic interlinking approaches, including mapping based on entity＇ s text, graph＇ s similarity and rules. Mapping based on entity＇ s text is the basic approach and mapping based on graph＇ s similarity is an extension of single triple comparing. These two approaches are general and common methods, but the relationship types they can create are very limited. The approach of interlinking based on rules can create richer and more complex relationship types, but it depends on specific data models and related rules.