数字人文视域下的青藏高原文旅知识图谱构建研究——以塔尔寺为例(Research on the Construction of Cultural and Tourism Knowledge Atlas on the Qinghai-Tibet Plateau from the Perspective of Digital Humanity——A case study of Kumbum Monastery)

Xinhao Li (李鑫豪), Weina Zhao (赵维纳), Wanyi Zhao (赵婉亦), Chaoqun Li (李超群)


Abstract
“青藏地区多元的民族构成以及悠久的历史沉淀孕育出丰富且独特的青藏文化,使得这片雪域圣地焉然成为了“高原文化宝库”。然而受闭塞的交通条件和较滞后的经济水平的限制,青藏地区文旅资源的保护与弘扬工作始终处于滞后状态。本文以数字人文为导向,在提示学习框架下采用联合学习的方式对文本中实体与关系的抽取,实现低资源条件下的知识抽取,形成一套文旅知识图谱构建范式,并以全国重点文物保护单位‘塔尔寺’为代表,完整的介绍了塔尔寺知识图谱从本体设计、原始数据获取、知识抽取到可视化展示的详细流程。最终,本文所构建的塔尔寺知识图谱共包含4705个节点及17386条关系。本文的工作弥补了人文领域青藏文化的结构化数据不足的问题,同时为青藏文旅在数字人文领域的研究提供参考。”
Anthology ID:
2023.ccl-1.23
Volume:
Proceedings of the 22nd Chinese National Conference on Computational Linguistics
Month:
August
Year:
2023
Address:
Harbin, China
Editors:
Maosong Sun, Bing Qin, Xipeng Qiu, Jing Jiang, Xianpei Han
Venue:
CCL
SIG:
Publisher:
Chinese Information Processing Society of China
Note:
Pages:
253–263
Language:
Chinese
URL:
https://aclanthology.org/2023.ccl-1.23
DOI:
Bibkey:
Cite (ACL):
Xinhao Li, Weina Zhao, Wanyi Zhao, and Chaoqun Li. 2023. 数字人文视域下的青藏高原文旅知识图谱构建研究——以塔尔寺为例(Research on the Construction of Cultural and Tourism Knowledge Atlas on the Qinghai-Tibet Plateau from the Perspective of Digital Humanity——A case study of Kumbum Monastery). In Proceedings of the 22nd Chinese National Conference on Computational Linguistics, pages 253–263, Harbin, China. Chinese Information Processing Society of China.
Cite (Informal):
数字人文视域下的青藏高原文旅知识图谱构建研究——以塔尔寺为例(Research on the Construction of Cultural and Tourism Knowledge Atlas on the Qinghai-Tibet Plateau from the Perspective of Digital Humanity——A case study of Kumbum Monastery) (Li et al., CCL 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.ccl-1.23.pdf