Perspective of Digital Humanities on Person Names in Chinese Pre-Qin Classic

IF 2.1 3区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS ACM Journal on Computing and Cultural Heritage Pub Date : 2024-02-21 DOI:10.1145/3647997
Liu Liu, Chufei Liu, Wenqi Li, Dongbo Wang, Shuiqing Huang
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Abstract

Knowledge annotation and mining from ancient Chinese classics have become a new trend in digital humanities research in China, and historical persons get the most attention. However, few studies have focused exclusively on person names, which is rather important for understanding Chinese traditional culture. This study focused on person names in Chinese Pre-Qin classics. We conducted a humanities computing study on Pre-Qin person name knowledge through an in-depth categorization and manual annotation of person name components. The results included the disambiguation of person names, a statistical distribution of famous persons, patterns in name components, and statistical analysis of name components. Furthermore, machine learning methods on the NER of person name knowledge were also examined, indicating the feasibility of future related research.

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中国先秦典籍中人名的数字人文视角
从中国古代经典中进行知识标注和挖掘已成为中国数字人文研究的新趋势,其中历史人物最受关注。然而,很少有研究专门关注对理解中国传统文化相当重要的人名。本研究主要关注中国先秦典籍中的人名。我们通过对人名作了深入的分类和人工标注,对先秦人名知识进行了人文计算研究。研究结果包括人名的消歧、名人的统计分布、姓名成分的模式以及姓名成分的统计分析。此外,还研究了人名知识的机器学习方法,为今后的相关研究提供了可行性。
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来源期刊
ACM Journal on Computing and Cultural Heritage
ACM Journal on Computing and Cultural Heritage Arts and Humanities-Conservation
CiteScore
4.60
自引率
8.30%
发文量
90
期刊介绍: ACM Journal on Computing and Cultural Heritage (JOCCH) publishes papers of significant and lasting value in all areas relating to the use of information and communication technologies (ICT) in support of Cultural Heritage. The journal encourages the submission of manuscripts that demonstrate innovative use of technology for the discovery, analysis, interpretation and presentation of cultural material, as well as manuscripts that illustrate applications in the Cultural Heritage sector that challenge the computational technologies and suggest new research opportunities in computer science.
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