专题:中国式现代化进程中的古籍知识组织

古籍知识组织中的知识计算:理论特性与基础指标*

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  • 1.北京交通大学经济管理学院   北京   100081
    2.西北师范大学商学院   甘肃兰州   730070
林伟杰,男,北京交通大学经济管理学院博士研究生;杨阳,女,西北师范大学商学院讲师;文玉锋,男,西北师范大学商学院副教授;周文杰,男,西北师范大学商学院教授,研究方向:信息社会问题。

收稿日期: 2022-10-20

  网络出版日期: 2023-01-20

基金资助

*本文系国家自然科学基金项目面上项目“信息致贫的微观机理与信息减贫的宏观制度关联研究”(项目编号:71874141)研究成果之一。

Knowledge Computing in Knowledge Organization of Ancient Literatures: Theoretical Characteristics and Basic Indicators

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Received date: 2022-10-20

  Online published: 2023-01-20

摘要

对古籍知识进行知识组织,以便深入挖掘古籍文献中的知识元素对于彰显文化自信,推动中华民族的伟大复兴具有积极意义。借助于先进的信息处理方法,知识计算能够在大量的文献载体中提取知识元素,高效完成知识获取与知识建模,从而达成古籍文献知识组织的预期目标。文章以齐普夫定律作为古籍知识计算的理论基础,发展了一套高低词频区分标准,并考虑到古籍文献中的词语存在长尾分布的现状,使用频数-位次统计法对同频词加以处理,以提高古籍文献知识组织的效率。文章的研究明确了古籍知识计算的理论基础与具体的基础指标,为后续知识组织工作的开展提供了借鉴。

本文引用格式

林伟杰 杨 阳 文玉锋 周文杰 . 古籍知识组织中的知识计算:理论特性与基础指标*[J]. 图书与情报, 2022 , 42(05) : 24 -30 . DOI: 10.11968/tsyqb.1003-6938.2022066

Abstract

It is of the significance to organize the knowledge of ancient literatures so as to deeply explore the knowledge elements in these information resources to highlight cultural self-confidence and promote the great rejuvenation of the Chinese nation. With the aids of advanced information processing methods, knowledge computing can extract knowledge elements from a large number of document carriers, efficiently complete knowledge acquisition and knowledge modeling, and achieve the expected goal of knowledge organization of ancient literatures. This paper takes Zipf's law as the theoretical basis of ancient literature knowledge computing, develops a set of word frequency turn point identification standards. Due to the long tail distribution of words in ancient literatures, a frequency position statistics procedure is conducted to deal with words with the same frequency to improve the efficiency of knowledge organization of ancient literatures. This research in clarifies the theoretical basis and specific basic indicators of ancient literature knowledge computing, and provides a reference for the follow-up work of knowledge organization.
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