数字人文视角下古代农书语义知识组织与多维知识发现研究  

Research on Semantic Knowledge Organization and Multidimensional Knowledge Discovery of Ancient Agricultural Books From the Perspective of Digital Humanities

作　　者：吴艳飞 张强 周树斌 谭淑 Wu Yanfei;Zhang Qiang;Zhou Shubin;Tan Shu

机构地区：[1]华中师范大学信息管理学院,湖北武汉430079

出　　处：《新世纪图书馆》2025年第2期61-71,共11页New Century Library

摘　　要：论文选取“古代四大农书”为实例对象,搭建基于知识图谱的古农书资源的语义知识组织框架。首先,通过分析与整理相关数据,构建古农书史料资源的本体模型,以规范化描述资源中的概念与关系。其次,利用已建构的模型对数据进行知识抽取,运用知识融合技术解决存在的共指问题,最后将三元组数据储存至Neo4j数据库中,从而完成对古农书史料资源的语义组织和多维知识发现。本研究提出了古农书史料资源语义知识组织的研究方案,为数字人文热潮下古农书资源的深度开发与应用提供了全新的研究视角。This paper selected the“Four Ancient Agricultural Books”as the case object to construct a semantic knowledge organization framework of ancient agricultural book resources based on knowledge graph.Firstly,by analyzing and sorting out the relevant data,the ontological model of the historical resources of the ancient agricultural books was constructed to standardize the description of the concepts and relationships in the resources.Secondly,the constructed model was used to extract the knowledge of the data,the knowledge fusion technology was used to solve the existing co-referential problem,and finally the triplet data was stored in the Neo4j database,so as to complete the semantic organization and multi-dimensional knowledge discovery of the historical resources of the ancient agricultural books.This study proposes a research scheme on the semantic knowledge organization of ancient agricultural book historical resources,which provides a new research perspective for the in-depth development and application of ancient agricultural book resources under the boom of digital humanities.

关 键 词：古代农书 知识组织 知识发现 数字人文 

分 类 号：G250[文化科学—图书馆学]