面向数字人文的中国传统文化本体构建与评价

IF 0.6 4区 管理学 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE
Zhangchao Li, Lin He, Dan Gao
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引用次数: 0

摘要

在中国传统文化顶层语义框架不全面、不统一的背景下,本研究旨在通过构建以古籍为基础的领域本体来保存和传播中国传统文化的文化遗产信息。采用自顶向下和自底向上相结合的方法构建中国传统文化本体。对历史学家的需求进行调查,建立LDA主题聚类模型,了解历史学家的具体需求,收集主题、概念和关系。对cdoc CRM进行重用,构建CTCO的基本框架。采用本体结构和功能对CTCO的有效性进行评价。评估结果表明,该本体满足OntoMetrics的所有质量标准,专家对内容表示表示一致(平均得分= 4.30)。CTCO为中国传统文化的组织和相关数据库的建设做出了贡献。本研究也为领域本体的构建形成了共同路径并提出了建议,具有很大的社会意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ontology Construction and Evaluation for Chinese Traditional Culture: Towards Digital Humanity
Against the background that the top-level semantic framework of Chinese traditional culture is not comprehensive and unified, this study aims to preserve and disseminate cultural heritage information about Chinese traditional culture through the development of a domain ontology which is constructed from ancient books. A combination of top-down and bottom-up approaches was used to construct the ontology for Chinese traditional culture (CTCO). An investigation of historians’ needs, and LDA topic clustering model were conducted, understanding the specific needs of historians, collecting the topic, concepts and relationships. CIDOC CRM was reused to construct the basic framework of CTCO. Ontology structure and function were adopted to evaluate the effectiveness of CTCO. Evaluation results show that the ontology meets all the quality criteria of OntoMetrics, and the experts agreed on content representation (average score = 4.30). CTCO contributes to the organization of traditional Chinese culture and the construction of related databases. The study also forms a common path and puts forward proposals for the construction of domain ontology, which has great social relevance.
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来源期刊
Knowledge Organization
Knowledge Organization INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
1.40
自引率
28.60%
发文量
7
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