Research Trends in Public Libraries as Public Spheres in Library and Information Science: Topic Modelling with Latent Dirichlet Allocation

Libri Pub Date : 2024-09-02 DOI:10.1515/libri-2024-0041
Yuki Sugeno, Masanori Koizumi
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Abstract

Public libraries and public spheres have been widely studied over the past three decades. In recent years, several studies have comprehensively reviewed past research results to reveal the main issues, concerns, and research topics in the field of public libraries and public spheres. These studies have elucidated that the research theme of public libraries as a ‘meeting place’ has received increasing attention. They also noted the need for quantitative approaches in this field. Addressing this requirement, we conducted quantitative topic modelling using latent Dirichlet allocation and established an overview of research topics in the literature related to public libraries as public spheres. The following four periods emerged: first period (1993–2003), second period (2004–2010), third period (2011–2015), and fourth period (2016–2022). By analysing a cross-section of research topics from all periods, we elucidated the transitions of research themes developed in the research field. In addition, our comparison of topic model maps and topics over the years revealed that research topics appear to have become increasingly complex. Research topics on meeting places in public libraries have emerged continually and changed over time, covering (1) places for individual civic group activities, (2) public spaces where patrons face diversity and pluralism, (3) community spaces where patrons foster social trust, and (4) social spaces where patrons build social capital in the community. This result indicates that the research on public libraries as public spheres has gradually developed based on these venues being meeting places and will continue to progress.
作为图书馆和信息科学公共领域的公共图书馆的研究趋势:利用潜在德里希勒分配进行主题建模
在过去的三十年里,公共图书馆和公共领域已被广泛研究。近年来,一些研究全面回顾了过去的研究成果,揭示了公共图书馆和公共领域的主要问题、关注点和研究课题。这些研究阐明,公共图书馆作为 "聚会场所 "这一研究主题日益受到关注。他们还指出,该领域需要定量研究方法。针对这一需求,我们利用潜狄利克特分配法进行了定量主题建模,并建立了与公共图书馆作为公共领域相关的文献研究主题概览。由此形成了以下四个时期:第一时期(1993-2003 年)、第二时期(2004-2010 年)、第三时期(2011-2015 年)和第四时期(2016-2022 年)。通过对各个时期的研究课题进行横向分析,我们阐明了研究领域中研究课题的发展变化。此外,我们对历年的主题模式图和主题进行比较后发现,研究主题似乎变得越来越复杂。有关公共图书馆聚会场所的研究课题随着时间的推移不断出现和变化,涵盖了(1)个人公民团体活动的场所,(2)读者面对多样性和多元化的公共空间,(3)读者促进社会信任的社区空间,以及(4)读者在社区中建立社会资本的社会空间。这一结果表明,有关公共图书馆作为公共领域的研究是在这些场所作为聚会场所的基础上逐步发展起来的,并将继续取得进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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