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A Method For Constructing Knowledge Graph Of Disaster News Based On Address Tree

机译:基于地址树的灾害新闻知识图的构建方法

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The knowledge graph has attracted wide attention in recent years. At first, it is proposed to enhance the search function. Then with the progress of its research, the knowledge graph has become the foundation and bridge of semantic retrieval. There are still many challenges in the process of constructing a knowledge graph. Compared with the construction of a knowledge graph in the open areas, it has more domain characteristics in the restricted areas. For example, during the construction of a knowledge graph in the field of disaster news, the geographical name entities are very important and they have the characteristics of hierarchical nature, which brings great convenience to construct the graph. This paper proposes a method to construct a knowledge graph of disaster news based on an address tree. The address tree is corresponding to each news corpus and obtained by using geographical name characteristics. Then a knowledge graph is obtained step by step by fusing other kinds of knowledge based on the address tree. Based on this method, a prototype system of disaster knowledge graph is implemented and it illustrates the feasibility of the method.
机译:近年来,知识图已经引起了广泛的关注。首先,提出增强搜索功能。随着研究的发展,知识图成为语义检索的基础和桥梁。在构造知识图的过程中仍然存在许多挑战。与在开放区域中构建知识图相比,在受限区域中它具有更多的领域特征。例如,在灾害新闻领域的知识图的构建过程中,地名实体非常重要,并且具有层次性的特点,给图的构建带来了极大的便利。提出了一种基于地址树的灾害新闻知识图谱构建方法。地址树对应于每个新闻语料库,并通过使用地理名称特征获得。然后,通过基于地址树融合其他种类的知识来逐步获取知识图。在此方法的基础上,实现了灾害知识图的原型系统,并说明了该方法的可行性。

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