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This study aims to promote the need for advanced skills acquisition within the LIS and academic libraries. This study focuses on the importance of library management systems and the need for the graduates to be equipped with analytics skills. Combined with basic data, text mining and analytics, knowledge classification and information audit skills would benefit libraries and improve resource allocation. Agile institutional libraries in this big data era success hinge on the ability to perform depth analytics of both data and text to generate useful insight for information literacy training and information governance.

This paper adopted a living-lab methodology to use existing technology to conduct system analysis and LMS audit of an academic library of one of the highly ranked universities in the world. One of the benefits of this approach is the ability to apply technological innovation and tools to carry out research that is relevant to the context of LIS or other research fields such as management, education, humanities and social sciences. The techniques allow us to gain access to publicly available information because of system audits that were performed. The level of responsiveness of the online library was accessed, and basic information audits were conducted.

This study indicated skill gaps in the LIS training and the academic libraries in response to the fourth industrial technologies. This study argued that the role of skill acquisition and how it can foster data-driven library management operations. Hence, data mining, text mining and analytics are needed to probe into such massive, big data housed in the various libraries’ repositories. This study, however, indicated that without retraining of librarians or including this analytics programming in the LIS curriculum, the libraries would not be able to reap the benefits these techniques provided.

This paper covered research within the general and academic libraries and the broader LIS fields. The same principle and concept is very important for both public and private libraries with substantial usage and patrons.

This paper indicated that librarianship training must fill the gaps within the LIS training. This can be done by including data mining, data analytics, text mining and processing in the curriculum. This skill will enable the news graduates to have skills to assist the library managers in making informed decisions based on user-generated content (UGC), LMS system audits and information audits. Thus, this paper provided practical insights and suggested solutions for academic libraries to improve the agility of information services.

The academic librarian can improve institutional and LMS management through insights that are generated from the user. This study indicated that libraries' UGC could serve as robust insights into library management.

This paper argued that the librarian expertise transcends information literacy and knowledge classification and debated the interwoven of LMS and data analytics, text mining and analysis as a solution to improve efficient resources and training.

As the metaverse gains popularity, libraries have the potential to play a vital role in this virtual world. However, digital librarians and digital age library users need to develop metaliteracy skills to effectively navigate and evaluate digital information in the metaverse. The main purpose of this paper is to explore the link between libraries and the metaverse, define metaliteracy and highlight its importance for librarians and library users. The challenges of developing metaliteracy skills in the metaverse are discussed, as well as the need for ongoing training and support. This paper also explores the role of libraries and librarians in the metaverse and provides recommendations for enhancing metaliteracy skills.

Through a review of the literature, this paper analyzes various library websites and consulting literature relating to the link between libraries and the metaverse, metaliteracy and its importance for librarians and library users and the challenges of developing metaliteracy skills in the metaverse.

As the metaverse continues to evolve, libraries and librarians must adapt and develop the necessary skills to continue providing valuable resources and services to their communities in virtual environments.

To the best of authors’ knowledge, this paper is the original idea that highlights the importance of metaliteracy for librarians and library users. The challenges of developing metaliteracy skills in the metaverse.

This paper aims to explore the transformative potential of Google Bard, an artificial intelligence (AI)-powered chatbot, in reshaping contemporary library reference services and advancing information literacy.

In this perspective piece, a qualitative research approach is used to explore the capabilities of Google Bard within library contexts. Real-world case studies and insights are used to critically examine Bard’s evolving role as a virtual assistant, its impact on enhancing information literacy and the multifaceted challenges it introduces, including biases and privacy concerns.

The research reveals that Google Bard, leveraging natural language processing and machine learning, engages users in dynamic conversational interactions. It provides contextually relevant responses and personalized guidance, leading to an enriched library experience. The symbiotic relationship between AI-driven technology and traditional librarian expertise is highlighted, contributing to interactive knowledge exploration and collaborative learning.

This study contributes to the literature by exploring the multifaceted impact of Google Bard on library services and information literacy. It uncovers novel insights into the integration of AI-powered chatbots in traditional library settings.

The primary purpose of this study was to check the online information retrieval self-efficacy among library professionals in predicting the satisfaction of patrons within universities’ libraries.

The study was grounded on Bandura four sources of self-efficacy, encompassing mastery experience, vicarious experience, social persuasion and physiological states. To accomplish this, a meticulously designed questionnaire was administered to collect data from library professionals employed in universities libraries recognized by the Higher Education Commission in Punjab and capital city of Pakistan (Islamabad). Following by the validation of assumptions, researchers conducted a multiple linear regression test to predict the outcomes of the dependent variable by using the independents variables. Additionally, a comparative evaluation was carried out among all the independent variables to determine their respective contributions to satisfaction of library patrons.

The results emphasized the distinct and substantial significance of three variables, physiological states, social feedback and mastery experience in predicting the satisfaction of library patrons. Nevertheless, vicarious experience did not demonstrate a significant influence on the satisfaction of library patrons. Furthermore, influence of physiological states on the improvement of library patrons’ satisfaction was relatively higher compared to other three self-efficacy sources. In conclusion, research established the essential role of online information retrieval self-efficacy in enhancing the satisfaction of library patrons.

The findings of the study can form a solid basis for devising academic programs to train the library professionals for effective utilization of various information systems and databases. These programs play an important role in improving the self-efficacy of library professionals, ultimately refining their skills in online information retrieval.

In essence, this study provides insights into the factors which are pivotal in effective information searching process, ultimately leading to increase the satisfaction level of library patrons which has not been previously researched in Pakistan as well as the world context. Moreover, the study significance lies in contribute to academic discourse, its potential to transform and promote the library services and as well as empower library professionals in delivering the satisfying and efficient experience for library patrons in the current digital age.

This study explores the implementation of personalised information access, driven by machine learning, in Nigerian public libraries. The purpose of this paper is to address existing challenges, enhance the user experience and bridge the digital divide by leveraging advanced technologies.

This study assesses the current state of Nigerian public libraries, emphasising challenges such as underfunding and lack of technology adoption. It proposes the integration of machine learning to provide personalised recommendations, predictive analytics for collection development and improved information retrieval processes.

The findings underscore the transformative potential of machine learning in Nigerian public libraries, offering tailored services, optimising resource allocation and fostering inclusivity. Challenges, including financial constraints and ethical considerations, are acknowledged.

This study contributes to the literature by outlining strategies for responsible implementation and emphasising transparency, user consent and diversity. The research highlights future directions, anticipating advancements in recommendation systems and collaborative efforts for impactful solutions.

As traditional physical spaces grapple with evolving reading habits and information consumption patterns, the notion of libraries within the metaverse poses intriguing questions about accessibility, knowledge dissemination and the evolving role of librarians. The purpose of this paper is to explore the role of metaverse in virtual libraries.

This paper analyzes various literature relating to libraries and the metaverse in the virtual worlds through a review of the literature.

In the ever-evolving landscape of information and technology, the emergence of libraries in virtual worlds presents a transformative paradigm that brings forth both tremendous advantages and intricate challenges. These advantages are underscored by enhanced accessibility for a global audience, interactive engagements that cater to diverse learning styles and the unprecedented scalability that digital environments provide. Virtual libraries hold the potential to reshape the way people access, share and engage with knowledge, while also fostering a sense of community that transcends geographical boundaries.

To the best of the authors’ knowledge, this paper is the original idea that highlights the importance of metaverse in virtual libraries.

This article surveys why libraries are vulnerable to social engineering attacks and how to manage risks of human-caused cyber threats on organizational level; investigates Estonian library staff awareness of information security and shares recommendations concerning focus areas that should be given more attention in the future.

The data used in this paper is based on an overview of relevant literature highlighting the theoretical points and giving the reasons why human factor is considered the weakest link in information security and cyber security and studying how to mitigate the related risks in the organisation. To perform the survey, a web questionnaire was designed which included 63 sentences and was developed based on the knowledge-attitude-behaviour (KAB) model supported by Kruger and Kearney and Human Aspects of Information Security Questionnaire (HAIS-Q) designed by Parsons et al.

The research results show that the information security awareness of library employees is at a good level; however, awareness in two focus areas needs special attention and should be improved. The output of this study is the mapping of seven focus areas of information security policy in libraries based on the HAIS-Q framework and the KAB model.

The cyber awareness of library employees has not been studied in the world using HAIS-Q and KAB model, and to the best of the authors’ knowledge, no research has been previously carried out in the Estonian library context into cyber security awareness.

This paper aims to explore the deep Web as a solution for displacement and replacement challenges in libraries, addressing the challenges, benefits, strategies and case studies.

The paper synthesizes existing literature on deep Web integration in libraries, providing a comprehensive analysis of insights from scholarly articles, case studies and expert opinions.

The deep Web grants libraries access to unique content, improving information access, fostering collaboration and enabling personalized content. However, security, privacy, ethics and data protection must be considered.

This paper contributes to the literature by providing a comprehensive examination of deep Web integration in libraries, offering valuable recommendations for navigating the changing landscape and leveraging the deep Web’s potential.

Artificial intelligence (AI) is one of the emerging technologies of this time. AI is a widely used technology in library services that can transform the best services in the age of information technology. This paper aims to highlight the use of AI in library operations. Several research has been undertaken on this subject, but that only address a few applications. AI and libraries have a substantial nexus; nevertheless, the use and awareness of AI in library services are still creating question marks addressed in this paper. This study will help the policy stakeholder, librarians and scholars in the field to address these issues before the deployment of AI in library services.

This study is based on a qualitative method using content analysis techniques. An extensive review of literature on “artificial intelligence”, “smart libraries” was carried to ascertain the emerging technologies in the smart library domain. Literature was searched against various keywords like artificial intelligence, smart technologies, Internet of Things, electronic resource management, data mining and ambient intelligence. This study highlights the pros and cons of AI in library services and its possible solutions.

The findings of this study show that AI is a vibrant technology that can be used in library services; however, some obstacles like adequate funds, the attitude of librarians and technical skills are a few obstacles that hamper AI in library operations. The findings also reveal that using AI in library operations will accelerate libraries in the right direction. Furthermore, this study highlights various applications that can be deployed without spending costs.

This paper may be of interest to academic, librarians, policymakers, researchers and the government to have a perspective on initiatives in the country on application of technology in library services. This study can introduce the current status and potential of this technology to bring the technology revolution in library and information center services.

This study will motivate library professionals to take advantage of AI in library services and further accelerate library operations in the right direction.

This study covers the understanding of AI in library services that will help the librarian’s and information professionals leverage AI in library scenarios. Furthermore, the practical implication of AI in library services will bring positive change in implementing AI.

The purpose was to measure the service quality of school library in Yogyakarta based on user perceptions using the Libqual ^+TM method that used three dimensional indicators; affect of service, information control and library as place.

The researcher used a quantitative method to examine the perceived scores, minimum expectations and ideal expectations given by the users, which then resulted in the average Adequency Gap (AG) and superiority gap (SG) scores. Researchers collected data through observation and distributed questionnaires to 93 respondents who were students in Yogyakarta.

The study found that (1) affect of service dimension, the user is satisfied with the librarian being very polite to the user with an AG score of 0.58 and an SG of −0.1. (2) The information control dimension shows that users are satisfied with the ease of searching for information with an AG score of 0.53 and an SG of −0.44. (3) The library as place dimension, users are satisfied with the library space which is always clean with an AG score of 0.4 and an SG of −0.13.

This study broadens the view regarding the evaluation of school library services using certain methods so that they can be used to improve the quality of library services.