唐诗知识图谱的构建及其智能知识服务设计

目的/意义]立足于当前大数据环境下的唐诗知识服务需求,以大规模唐诗数据为基础构建唐诗知识图谱并提供智能知识服务,推动人工智能环境下唐诗知识管理和知识服务方式的创新。方法/过程]本文在对领域知识服务需求调研的基础上,设计领域知识服务驱动的唐诗本体模型,然后利用从Web上爬取的多源异构数据,采用知识抽取、知识融合、知识推理等技术自动构建唐诗知识图谱,统一表示和组织唐诗领域数据,实现对大规模唐诗数据的语义化处理。结果/结论]本文设计基于唐诗知识图谱的智能知识服务平台KnowPoetry,提供唐诗领域的知识探索、时空轨迹、语义查询等智能化知识服务,推动人工智能环境下唐诗数字人文研究方法的创新转型。

Construction of Knowledge Graph of Chinese Tang Poetry and Design of Intelligent Knowledge Services

Purpose/significance] Based on the demands of Tang poetry knowledge service under the current big data environment, the knowledge graph of Tang poetry is constructed and intelligent knowledge service is provided on the basis of large-scale data of Tang poetry, which promotes the innovation of knowledge management and knowledge service mode of Tang poetry under the artificial intelligence environment.Method/process] Based on the investigation of domain knowledge service requirements, this paper designs the Tang poetry ontology model driven by domain knowledge service,then uses knowledge extraction, knowledge fusion, knowledge reasoning and other technologies to automatically construct the knowledge graph of Tang poetry which unifies the representation and organization of Tang poetry domain data and achieve semantic processing of large-scale Tang poetry data.Result/conclusion] This paper designs an intelligent knowledge service platform KnowPoetry based on the Tang poetry knowledge graph, which provides intelligent knowledge services such as knowledge exploration, spatio-temporal trajectory, semantic query in the field of Tang poetry, and promotes the innovative transformation of Tang poetry digital humanities research methods in artificial intelligence environment.