情报科学 ›› 2025, Vol. 43 ›› Issue (4): 129-138.

• 业务研究 • 上一篇    下一篇

水工程文化遗产知识图谱构建与问答应用研究 ——以大运河江苏段为例

  

  • 出版日期:2025-04-05 发布日期:2025-08-28

  • Online:2025-04-05 Published:2025-08-28

摘要: 【目的/意义】《“十四五”水文化建设规划》指出“推动水利工程与文化深度融合”,水工程文化遗产作为既有 独特的工程特性,又蕴含着丰富的水文化内涵,对其进行挖掘与保护,有利于提升大众对水工程的认知度,进而增 强国家文化自信。【方法/过程】针对水工程文化遗产自身具有抽象性和可达性有限等特点,目前水工程文化遗产存 在大众了解深度较低、展现形式单一、用户体验感不足等问题,严重阻碍对水工程文化遗产的广泛传播和系统性传 承。因此本研究以服务水工程文化遗产传播和传承为目的,以其资源有效组织为切入点,采用自顶向下的方式构 建水工程文化遗产知识图谱,结合此知识图谱设计以用户交互为核心的知识问答系统,以问答的方式不断加深了 解和传播,进而推动水工程文化遗产不断传承和活用。【结果/结论】本研究以大运河江苏段为例,深化以江河为纽 带的水工程文化遗产建设挖掘与利用。【创新/局限】下一步将融合开源大语言模型以更好实现多轮问答,优化多任 务问答,提高回答的质量。

Abstract: 【Purpose/significance】The "14th Five-Year Plan for Water Culture Construction" points out that "promoting the deep inte⁃ gration of water conservancy projects and culture". With unique engineering characteristics, water engineering cultural heritage con⁃ tains rich water culture connotation. The excavation and protection of it is conducive to improving the public awareness of water engi⁃ neering and enhancing national cultural self-confidence.【Method/process】In view of the characteristics of abstraction and limited ac⁃ cessibility of water engineering cultural heritage, there are some problems in the current water engineering cultural heritage, such as low public understanding, single display form and in-depth experience, which seriously hinder the extensive dissemination and sys⁃ tematic inheritance of water engineering cultural heritage. Therefore, in order to serve the dissemination and inheritance of water engi⁃ neering cultural heritage, this paper takes the effective organization of its resources as the starting point, and constructs the knowledge map of water engineering cultural heritage in a top-down way. Combined with this knowledge map, a knowledge question and answer system with user interaction as the core is designed to continuously deepen the understanding and dissemination in the way of question and answer, so as to promote the continuous inheritance and utilization of water engineering cultural heritage.【Result/conclusion】 This paper takes the Jiangsu section of the Grand Canal as an application example to deepen the excavation and utilization of water en⁃ gineering cultural heritage construction with rivers as the link.【Innovation/limitation】The next step will be to integrate the open source large language model to better achieve multi-round question answering,optimize multi-task question answering, and improve the quality of answers.