Application of artificial intelligence in libraries: a bibliometric analysis and visualisation of research activities

斯科普斯 计算机科学 数字图书馆 领域(数学) 大数据 数据科学 文献计量学 可视化 人工智能 知识管理 万维网 梅德林 数据挖掘 政治学 艺术 诗歌 文学类 法学 纯数学 数学
作者
Prihana Vasishta,Navjyoti Dhingra,Seema Vasishta
出处
期刊:Library Hi Tech [Emerald Publishing Limited]
卷期号:43 (2-3): 693-710 被引量:33
标识
DOI:10.1108/lht-12-2023-0589
摘要

Purpose This research aims to analyse the current state of research on the application of Artificial Intelligence (AI) in libraries by examining document type, publication year, keywords, country and research methods. The overarching aim is to enrich the existing knowledge of AI-powered libraries by identifying the prevailing research gaps, providing direction for future research and deepening the understanding needed for effective policy development. Design/methodology/approach This study used advanced tools such as bibliometric and network analysis, taking the existing literature from the SCOPUS database extending to the year 2022. This study analysed the application of AI in libraries by identifying and selecting relevant keywords, extracting the data from the database, processing the data using advanced bibliometric visualisation tools and presenting and discussing the results. For this comprehensive research, the search strategy was approved by a panel of computer scientists and librarians. Findings The majority of research concerning the application of AI in libraries has been conducted in the last three years, likely driven by the fourth industrial revolution. Results show that highly cited articles were published by Emerald Group Holdings Ltd. However, the application of AI in libraries is a developing field, and the study highlights the need for more research in areas such as Digital Humanities, Machine Learning, Robotics, Data Mining and Big Data in Academic Libraries. Research limitations/implications This study has excluded papers written in languages other than English that address domains beyond libraries, such as medicine, health, education, science and technology. Practical implications This article offers insight for managers and policymakers looking to implement AI in libraries. By identifying clusters and themes, the article would empower managers to plan ahead, mitigate potential drawbacks and seize opportunities for sustainable growth. Originality/value Previous studies on the application of AI in libraries have taken a broad approach, but this study narrows its focus to research published explicitly in Library and Information Science (LIS) journals. This makes it unique compared to previous research in the field.
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