AI in Libraries: Subject Mapping and Interpreting Bibliometric Laws with Contemporary Metrics
Incorporating artificial intelligence (AI) into library science has significantly transformed information management and retrieval. This study explores AI in libraries, focusing on subject mapping and bibliometric laws, using data from 2014 to 2023. This paper provides insights into the evolution of...
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Published in | The Serials librarian Vol. 85; no. 5-6; pp. 99 - 116 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York
Routledge
03.07.2024
Taylor & Francis LLC |
Subjects | |
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Abstract | Incorporating artificial intelligence (AI) into library science has significantly transformed information management and retrieval. This study explores AI in libraries, focusing on subject mapping and bibliometric laws, using data from 2014 to 2023. This paper provides insights into the evolution of scholarly communication, knowledge dissemination, and information retrieval." The study reveals patterns in library and information science distribution, productivity, and impact by examining bibliometric laws such as Bradford's, Lotka's, and Zipf's. This study utilised systematic searches, robust databases, and bibliometric tools to ensure methodological rigour. Seventy-six documents meeting predefined criteria were selected, with Scopus Elsevier as the primary data source. Analysis was performed using Bibliometrix software in RStudio, supplemented by Python code for visualisation and statistical analysis. Bradford's law highlighted the concentration of AI literature in specific journals, while Lotka's Law confirmed the unequal productivity among authors. The study concludes with recommendations for future research, offering a comprehensive understanding of AI's implications in library science. |
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AbstractList | Incorporating artificial intelligence (AI) into library science has significantly transformed information management and retrieval. This study explores AI in libraries, focusing on subject mapping and bibliometric laws, using data from 2014 to 2023. This paper provides insights into the evolution of scholarly communication, knowledge dissemination, and information retrieval.” The study reveals patterns in library and information science distribution, productivity, and impact by examining bibliometric laws such as Bradford’s, Lotka’s, and Zipf’s. This study utilised systematic searches, robust databases, and bibliometric tools to ensure methodological rigour. Seventy-six documents meeting predefined criteria were selected, with Scopus Elsevier as the primary data source. Analysis was performed using Bibliometrix software in RStudio, supplemented by Python code for visualisation and statistical analysis. Bradford’s law highlighted the concentration of AI literature in specific journals, while Lotka’s Law confirmed the unequal productivity among authors. The study concludes with recommendations for future research, offering a comprehensive understanding of AI’s implications in library science. |
Author | Ghosh, Saptarshi Esh, Manash |
Author_xml | – sequence: 1 givenname: Manash orcidid: 0000-0003-2748-8977 surname: Esh fullname: Esh, Manash email: manash@nbu.c.in organization: University of North Bengal – sequence: 2 givenname: Saptarshi orcidid: 0000-0001-9567-5868 surname: Ghosh fullname: Ghosh, Saptarshi organization: University of North Bengal |
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Copyright | Published with license by Taylor & Francis Group, LLC © 2025 Manash Esh and Saptarshi Ghosh 2025 Published with license by Taylor & Francis Group, LLC. 2025 |
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SubjectTerms | Artificial intelligence bibliometric study Bibliometrics Bradford's Law Information retrieval libraries Library and information science Library science Lotka's Law Python Scholarly communication Zipf's Law |
Title | AI in Libraries: Subject Mapping and Interpreting Bibliometric Laws with Contemporary Metrics |
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