Evolving Landscape of Smart Libraries: A Diachronic Analysis of Themes and Trends

This study uses Natural Language Processing (NLP) to analyze 110 articles from the Scopus database (2018–2023). Employing TextBlob for preprocessing and sentiment analysis, and Latent Dirichlet Allocation (LDA) for topic modeling, the research explores evolving themes in smart library abstracts. Key findings highlight a shift toward user-centricity, technological integration, and emerging concepts like Internet of Things (IoT) and Artificial Intelligence (AI). Sentiment analysis shows a generally positive outlook for this evolution. The study provides valuable insights for researchers and practitioners, guiding future innovation and service design in smart libraries.

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Publication Details

Journal
Technical Services Quarterly
Published
2024-08-23
DOI
https://doi.org/10.1080/07317131.2024.2394917
Citations
2
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
2.26
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article

Evolving Landscape of Smart Libraries: A Diachronic Analysis of Themes and Trends

S. Ketheeswaren
2 citations
Technical Services Quarterly
Digital Marketing and Social Media
2.26
article

Evolving Landscape of Smart Libraries: A Diachronic Analysis of Themes and Trends

S. Ketheeswaren
article en
2 citations

Abstract

This study uses Natural Language Processing (NLP) to analyze 110 articles from the Scopus database (2018–2023). Employing TextBlob for preprocessing and sentiment analysis, and Latent Dirichlet Allocation (LDA) for topic modeling, the research explores evolving themes in smart library abstracts. Key findings highlight a shift toward user-centricity, technological integration, and emerging concepts like Internet of Things (IoT) and Artificial Intelligence (AI). Sentiment analysis shows a generally positive outlook for this evolution. The study provides valuable insights for researchers and practitioners, guiding future innovation and service design in smart libraries.

Technical Services QuarterlyVol. 41(4)
University of Jaffna (LK)
Openalex Percentile: Top 10%
Digital Marketing and Social Media
2.26
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