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All Journal Record and Library Journal Jurnal IPI (Ikatan Pustakawan Indonesia)
Santosa, Faizhal Arif
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Library & Information Science

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Journal : Record and Library Journal

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Exploring topics of the female librarians: Topic modelling approach on research articles Arumdini, Savira; Ariani, Ria; Santosa, Faizhal Arif
Record and Library Journal Vol. 10 No. 1 (2024): June
Publisher : D3 Perpustakaan Fakultas Vokasi Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/rlj.V10-I1.2024.164-179

Abstract

Background of the study: Female librarians often face limitations in their professional development and encounter various challenges. Previous studies have shown that while many articles focus on women librarians as a subject, few delve into the topics discussed. Purpose: This research aims to find out which topics are developing in the world of libraries, with a specific focus on female librarians. Method: This study uses topic modelling to explore abstracts from documents discussing female librarians, using BERTopic, scattertext, and VOSviewer to identify emerging topics from data obtained from Scopus. Findings: A total of 6 topics were determined, where Topic 0 and Topic 3 had the highest similarity. At the same time, keyword analysis did not reveal any particularly prominent keywords in the 2020s. Conclusion: The discussion on female librarians covers topics such as professional advancement, work-life balance, knowledge gaps in technology, stereotypes, and the correlation between these topics. This study provides an overview of text analysis that librarians can use to identify topics in a collection of texts, such as abstracts, and examine how different topics relate to each other, as a single document can reflect multiple topics.
Co-Authors Arumdini, Savira Noorika Retno Widuri Ria Ariani, Ria