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English(EN) Usage frequency and application variety of research methods in library and information science: Continuous investigation from 1991 to 2021

机器学习揭示图书馆学31年研究方法转变

一项分析1991年至2021年间图书馆与信息科学(LIS)期刊上超过26,000篇研究文章的研究,利用机器学习对研究方法进行了分类。研究结果表明,LIS领域的研究从概念性研究转向实证性研究,从以系统为中心转向以用户为中心。该研究还绘制了18个研究主题与16种常用研究方法之间的关系图,并可视化了这些动态随时间的变化。 AI

影响 为了解特定学术领域内研究方法和主题的演变提供了见解,可能为未来的研究方向提供参考。

排序理由 学术论文,详细介绍了使用机器学习分析研究趋势的研究。

在 arXiv cs.CL 阅读 →

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机器学习揭示图书馆学31年研究方法转变

报道来源 [4]

  1. arXiv cs.CL TIER_1 English(EN) · Chengzhi Zhang, Liang Tian ·

    Non-synchronism in Global Usage of Research Methods in Library and Information Science from 1990 to 2019

    arXiv:2607.01833v1 Announce Type: cross Abstract: The global development of Library and Information Science (LIS) is influenced by various factors such as the economy, society, culture, discipline, tradition, and more. Consequently, the research methods of LIS vary greatly among …

  2. arXiv cs.CL TIER_1 English(EN) · Liang Tian ·

    Non-synchronism in Global Usage of Research Methods in Library and Information Science from 1990 to 2019

    The global development of Library and Information Science (LIS) is influenced by various factors such as the economy, society, culture, discipline, tradition, and more. Consequently, the research methods of LIS vary greatly among countries. To better understand these differences,…

  3. arXiv cs.CL TIER_1 English(EN) · Chengzhi Zhang, Liang Tian, Heting Chu ·

    Usage frequency and application variety of research methods in library and information science: Continuous investigation from 1991 to 2021

    arXiv:2606.31081v1 Announce Type: cross Abstract: The present study analyzed over 26,000 research articles published between 1991 and 2021 in twenty-one major LIS (Library and Information Science) journals, using the machine learning (ML) approach to categorize the research metho…

  4. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Heting Chu ·

    Usage frequency and application variety of research methods in library and information science: Continuous investigation from 1991 to 2021

    The present study analyzed over 26,000 research articles published between 1991 and 2021 in twenty-one major LIS (Library and Information Science) journals, using the machine learning (ML) approach to categorize the research methods used by LIS scholars. The findings of this stud…