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KnowPoetry: A Knowledge Service Platform for Tang Poetry Research Based on Domain-Specific Knowledge Graph

机译：知识：基于域特定知识图的唐诗研究的知识服务平台

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摘要

Tang poetry, which still attracts a lot of research interest due to its unique value and wide audience, is one of the highest achievements of Chinese culture. Tang poetry data have the characteristics of multisource heterogeneity and complex association. In this paper, we construct a knowledge service platform, KnowPoetry, based on a domain-specific knowledge graph of Tang poetry to support data-driven research in the field of Tang poetry. We first acquire knowledge service requirements from Tang poetry researchers. Then, we construct domain ontology and propose a human-machine coordinated knowledge extraction framework. The framework extracts and merges entities of poetry, poet and poet experience, and multidimen-sion relations among them from massive Tang poetry data. Finally, we construct a large-scale domain-specific knowledge graph. Based on the knowledge graph, KnowPoetry provides researchers with Tang poetry domain knowledge services including knowledge navigation, association analysis, and semantic query. This platform can support researchers in navigating and discovering the inner relationship between Tang poetry in terms of emotion and imagery, analyzing poet social circle and life experiences, and realizing multidimensional semantic query. In the experiment, we evaluate the effect of domain knowledge service in supporting Tang poetry research.
机译：唐诗仍然吸引了由于其独特价值和广泛的观众而吸引了很多研究兴趣，是中国文化的最高成就之一。唐诗数据具有多源异质性和复杂关联的特征。在本文中，我们构建了一个知识服务平台，基于唐诗的域特定知识图来支持唐诗领域的数据驱动研究。我们首先从唐诗研究人员获得知识服务要求。然后，我们构建域本体，并提出人机协调知识提取框架。诗歌，诗人和诗人经验的框架提取物和融合实体，以及来自大规模唐诗数据的多媒体关系。最后，我们构建了一个大规模的域特定知识图形。基于知识图，知识提供了与唐诗域知识服务的研究人员，包括知识导航，关联分析和语义查询。该平台可以支持在情感和图像方面导航和发现唐诗与意象之间的内在关系，分析诗人社会圈和生活经验，实现多维语义查询。在实验中，我们评估领域知识服务在支持唐诗研究中的效果。

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  • 来源
    《Library trends》 |2020年第1期|101-124|共24页
  • 作者

    LIANG HONG; WENJUN HUO; LINA ZHOU;

  • 作者单位

    School of Information Management Wuhan University;

    School of Information Management Wuhan University;

    School of Information Management Wuhan University;

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