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The puzzle of innovation and innovation strategies in Kenyan academic libraries 肯尼亚学术图书馆的创新和创新战略之谜
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-25 DOI: 10.1108/dlp-01-2024-0013
Fredrick Otike, Ágnes Hajdu Barát, Péter Kiszl

Purpose

The advancement of technology has brought much uncertainty in the access and utilization of information resources in academic libraries. This research sought to determine the extent to which academic libraries in Kenya engage in innovation and use innovative strategies. In addition, this study aims to identify the specific innovation practices and strategies used by these libraries to ensure they effectively address users’ information needs and remain relevant within the Kenyan context.

Design/methodology/approach

This study adopted a qualitative research design. Data was collected using face-to-face interviews that targeted key personnel in the academic library system, including the university librarian, the circulation librarian and the digital/systems librarian. In total, 21 respondents were interviewed in this study. Additional data was gathered by examining primary documents such as academic library policies, university websites and library brochures, among other sources. The study used purposive sampling techniques to select the population sample and the theoretical saturation to determine the sample size.

Findings

The study revealed a pressing need for change in the academic library landscape in Kenya. It established that the concept of innovation and innovation strategies is still new in academic libraries in Kenya, and libraries are still confined to traditional and routine duties. There is a lack of appropriate strategies for enhancing innovation practices/strategies in academic libraries. The paper, therefore, strongly recommends the reorganization of academic libraries in Kenya.

Originality/value

To the best of the authors’ knowledge, this research is the first to analyze innovation strategies and practices in academic libraries in Kenya. This study sheds light on the puzzles facing most academic libraries in Kenya regarding innovation and innovation strategies. It introduces the importance of academic libraries to embrace innovation as a strategy to avoid disruptive innovation.

目的 技术的进步给学术图书馆信息资源的获取和利用带来了许多不确定性。本研究旨在确定肯尼亚学术图书馆参与创新和使用创新战略的程度。此外,本研究还旨在确定这些图书馆所采用的具体创新做法和策略,以确保它们有效地满足用户的信息需求,并在肯尼亚的环境中保持相关性。数据收集采用面对面访谈的方式,访谈对象为学术图书馆系统的关键人员,包括大学图书馆员、流通图书馆员和数字/系统图书馆员。本研究共采访了 21 位受访者。其他数据是通过研究学术图书馆政策、大学网站和图书馆宣传册等原始文件收集的。研究使用了目的性抽样技术来选择人口样本,并使用理论饱和度来确定样本量。研究发现,在肯尼亚的学术图书馆中,创新和创新战略仍然是一个新概念,图书馆仍然局限于传统和常规的职责。学术图书馆缺乏加强创新实践/战略的适当策略。因此,本文强烈建议对肯尼亚的学术图书馆进行重组。 原创性/价值 据作者所知,本研究首次对肯尼亚学术图书馆的创新战略和实践进行了分析。本研究揭示了肯尼亚大多数学术图书馆在创新和创新战略方面所面临的困惑。它介绍了学术图书馆将创新作为避免破坏性创新战略的重要性。
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引用次数: 0
Digital libraries for minor languages in India: frameworks for addressing absences in policy and governance 印度小语种数字图书馆:解决政策和管理缺失问题的框架
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-20 DOI: 10.1108/dlp-01-2024-0002
Soni Wadhwa

Purpose

Given that Indian languages in general are under-represented on the internet and that languages of minority linguistic groups find very little space on digital platforms, it is imperative for institutions such as libraries to cater to smaller communities and their educational needs while also reaching out to them in their own languages. This study aims to deliberate on strategies for enlisting community support for gathering diverse learning resources in different languages and for enlisting participation in activities such as crowdsourcing in initiatives such as annotations and transliteration.

Design/methodology/approach

This paper calls for interventions that imagine and create infrastructure for the flourishing of smaller libraries that can draw from and feed into large-scale national and international libraries. Offering a conceptual framework to rethink the country’s approach toward minor languages, it first offers an overview of policies and initiatives relevant to the concerns of minor languages in digital libraries in India. Based on the policy analysis, it then goes on to suggest starting points for policy designers and custodians of libraries to help them work toward better representation of languages in their resources.

Findings

The existing frameworks analyzed here for the greater or representation of minor Indian languages reveal a culture of silence toward the issue of language. With some advocacy, these frameworks can be mined to craft different ways that are critical not just for enriching libraries but also for preservation of cultural heritage of the communities concerned, thus adding a larger social dimension to the question of access.

Originality/value

While a lot of socio-political discourse on minority languages in India exists, this study pushes for their bearing on digital libraries, educational frameworks and cultural heritage.

目的鉴于印度语言在互联网上的使用率普遍偏低,少数民族语言在数字平台上的使用率也很低,因此图书馆等机构必须满足较小社区及其教育需求,同时用他们自己的语言向他们进行宣传。本研究旨在探讨如何争取社区支持,以收集不同语言的多样化学习资源,以及如何争取人们参与注释和音译等众包活动。本文提供了一个概念框架来重新思考印度对待小语种的方法,首先概述了与印度数字图书馆中的小语种问题相关的政策和倡议。在政策分析的基础上,本报告接着为政策设计者和图书馆管理者提出了出发点,以帮助他们在其资源中更好地代表各种语言。研究结果本报告分析的关于扩大或代表印度小语种的现有框架揭示了一种对语言问题保持沉默的文化。虽然关于印度少数民族语言的社会政治论述很多,但本研究推动了这些论述对数字图书馆、教育框架和文化遗产的影响。
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引用次数: 0
Cybersecurity for digital libraries: an interview with Emanuele Bellini 数字图书馆的网络安全:采访 Emanuele Bellini
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-05-14 DOI: 10.1108/dlp-05-2024-147
Emanuele Bellini, Anna Maria Tammaro

Purpose

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Design/methodology/approach

N/A

Findings

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Research limitations/implications

N/A

Practical implications

N/A

Social implications

N/A

Originality/value

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Contribution to Impact

N/A

目的N/ADesign/methodology/approachN/AFindingsN/AResearch limitations/implicationsN/APractical implicationsN/ASocial implicationsN/AOriginality/valueN/AContribution to ImpactN/A
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引用次数: 0
Linking faculty research output and activities to sustainable development goals: opportunities for metadata specialists 将教师的研究成果和活动与可持续发展目标联系起来:元数据专家的机遇
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-30 DOI: 10.1108/dlp-01-2024-0015
Marguerite Alice Nel, Pfano Makhera, Mabjala Mercia Moreana, Marinda Maritz

Purpose

Although universities have extensive research and initiatives in place that align with the United Nations’ Sustainable Development Goals (SDGs), there is still a significant gap in documenting and assessing these efforts. This paper aims to discuss how academic libraries can apply their information management skills and open-access platforms, to facilitate the discoverability and retrieval of evidence on SDGs.

Design/methodology/approach

Introduced by a brief literature review on the role of libraries in contributing to the SDGs in general, the authors draw on their personal experiences as metadata specialists, participating in a project aimed at linking their university’s research output to the SDGs. A case study, from the University of Pretoria’s Veterinary Science Library, is used as an example to demonstrate the benefits of resourceful metadata in organising, communicating and raising awareness about the SDGs in the field of veterinary science.

Findings

Through practical examples and recommended workflows, this paper illustrates that metadata specialists are perfectly positioned to apply their information management skills and library platforms to facilitate the discoverability and retrieval of evidence on SDGs.

Originality/value

Although there are increasing reports on the contributions of libraries to support the successful implementation of the SDGs, limited information exists on the role of metadata specialists, as well as those with a practical focus.

目的尽管各大学已开展了大量与联合国可持续发展目标(SDGs)相一致的研究和行动,但在记录和评估这些努力方面仍存在巨大差距。本文旨在讨论学术图书馆如何运用其信息管理技能和开放存取平台,促进可持续发展目标相关证据的可发现性和可检索性。设计/方法/途径作者首先对图书馆在促进可持续发展目标方面的作用进行了简要的文献综述,然后利用其作为元数据专家的个人经验,参与了一个旨在将其大学的研究成果与可持续发展目标联系起来的项目。作者以比勒陀利亚大学兽医科学图书馆的一个案例研究为例,说明了在兽医科学领域组织、交流和提高对可持续发展目标的认识时使用资源丰富的元数据的好处。研究结果本文通过实际案例和推荐的工作流程,说明元数据专家完全有能力应用其信息管理技能和图书馆平台来促进可持续发展目标证据的可发现性和检索。
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引用次数: 0
Nurturing doctoral excellence: effective strategies for research support services in public university libraries of Kenya 培养优秀博士:肯尼亚公立大学图书馆研究支持服务的有效战略
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-29 DOI: 10.1108/dlp-10-2023-0089
Emily Sawe, Naomi Mwai, Lilian Oyieke

Purpose

The purpose of this study is to examine approaches used by university libraries to enhance the visibility and utilization of research support services (RSSs) among doctoral students and to assess the competencies of library staff in delivering research support services.

Design/methodology/approach

This study used qualitative design approach, purposively sampled 40 librarians (8 university librarians and 32 librarians) in charge of RSSs and use of structured interview.

Findings

The findings of this study revealed three major themes: offline and online strategies, the need for upskilling and professional development programs and proactive empowerment.

Research limitations/implications

This study focused on research support services in chartered public universities in Kenya; private universities were not included.

Practical implications

The need to enhance library staff's ongoing professional development programs, increasing funding to university libraries and proactivity by the libraries to improve the provision and promotion of RSSs to doctoral students in Kenya.

Originality/value

There are limited existing literature in the Kenyan context. This study will fill a knowledge gap and contribute to the literature on academic libraries support and doctoral students experience in Kenyan context.

研究目的:本研究旨在考察大学图书馆为提高研究支持服务(RSS)在博士生中的知名度和利用率所采用的方法,并评估图书馆工作人员在提供研究支持服务方面的能力。研究结果研究结果揭示了三大主题:线下和线上策略、提高技能和职业发展计划的必要性以及主动赋权。研究局限性/意义本研究重点关注肯尼亚特许公立大学的研究支持服务,私立大学不在研究范围之内。实践意义需要加强图书馆工作人员的持续职业发展计划,增加对大学图书馆的资金投入,并由图书馆积极主动地改善向肯尼亚博士生提供和推广 RSS 的情况。本研究将填补知识空白,为肯尼亚学术图书馆支持和博士生体验方面的文献做出贡献。
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引用次数: 0
Global status of dataset repositories at a glance: study based on OpenDOAR 全球数据集存储库现状一览:基于 OpenDOAR 的研究
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-09 DOI: 10.1108/dlp-11-2023-0094
Ishrat Ayub Sofi, Ajra Bhat, Rahat Gulzar

Purpose

The study aims to shed light on the current state of “Dataset repositories” indexed in Directory of Open Access Repositories (OpenDOAR).

Design/methodology/approach

From each repository/record information, the Open-Access Policies, Open Archives Initiative Protocol for Metadata Harvesting (OAI-PMH), year of creation and the number of data sets archived in the repositories were manually searched, documented and analyzed.

Findings

Developed countries like the United Kingdom and the USA are primarily involved in the development of institutional open-access repositories comprising significant components of OpenDOAR. The most extensively used software is DSpace. Most data set archives are OAI-PMH compliant but do not follow open-access rules. The study also highlights the sites’ embrace of Web 2.0 capabilities and discovers really simple syndication feeds and Atom integration. The use of social media has made its presence known. Furthermore, the study concludes that the number of data sets kept in repositories is insufficient, although the expansion of such repositories has been consistent over the years.

Practical implications

The work has the potential to benefit both researchers in general and policymakers in particular. Scholars interested in research data, data sharing and data reuse can learn about the present state of repositories that preserve data sets in OpenDOAR. At the same time, policymakers can develop recommendations and policies to assist in the construction and maintenance of repositories for data sets.

Originality/value

According to the literature, there have been numerous studies on open-access repositories and OpenDOAR internationally, but no research has focused on repositories preserving content-type data sets. As a result, the study attempts to uncover various characteristics of OpenDOAR Data set repositories.

目的本研究旨在揭示开放存取资料库目录(OpenDOAR)中所收录的 "数据集资料库 "的现状。设计/方法/途径从每个资料库/记录信息中,人工搜索、记录并分析了开放存取政策、开放档案倡议元数据采集协议(OAI-PMH)、创建年份以及资料库中存档的数据集数量。研究结果英国和美国等发达国家主要参与了机构开放存取资料库的开发,其中包括 OpenDOAR 的重要组成部分。使用最广泛的软件是 DSpace。大多数数据集档案符合 OAI-PMH 标准,但并不遵循开放存取规则。这项研究还强调了这些网站对 Web 2.0 功能的接受程度,并发现了真正简单的联合馈送和 Atom 集成。社交媒体的使用已崭露头角。此外,该研究还得出结论,尽管多年来此类资料库一直在不断扩大,但资料库中保存的数据集数量仍然不足。对研究数据、数据共享和数据再利用感兴趣的学者可以了解在 OpenDOAR 中保存数据集的存储库的现状。原创性/价值根据文献资料,国际上已经有许多关于开放存取资料库和 OpenDOAR 的研究,但还没有研究关注保存内容类型数据集的资料库。因此,本研究试图揭示 OpenDOAR 数据集存储库的各种特征。
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引用次数: 0
Global perspectives: library professionals' views on multimedia books in airlines 全球视角:图书馆专业人员对航空公司多媒体图书的看法
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-08 DOI: 10.1108/dlp-12-2023-0105
A. Subaveerapandiyan

Purpose

This study aims to investigate the potential impact and passenger perceptions of integrating multimedia books within airline services, aiming to elucidate the evolving landscape of in-flight entertainment and reading experiences.

Design/methodology/approach

A quantitative research methodology was used, using a structured questionnaire distributed to presenters at the International Federation of Library Associations.

Findings

Analysis revealed varying passenger interest in multimedia books, with approximately 57.7% displaying engagement, while 40.4% demonstrated limited interest or none. However, a notable majority (60.6%) preferred multimedia books over traditional print books during flights. Furthermore, 90.4% perceived a positive impact of multimedia books on flight reading experiences, leading to increased satisfaction (81.7%) and a high likelihood of recommending airlines offering such content (91.3%).

Research limitations/implications

The study's limitations include a specific focus on International Federation of Library Associations and Institutions (IFLA) World Library and Information Congress (WLIC) presenters, potentially limiting broader generalisations. Further research might explore the preferences of a wider demographic range and incorporate qualitative aspects to deepen understanding. Airlines could leverage multimedia books to enhance passenger satisfaction, attract diverse audiences and foster cultural inclusivity within in-flight entertainment.

Originality/value

This study contributes insights into the evolving landscape of in-flight entertainment, emphasising the significant potential and positive impact of integrating multimedia books within airline services. It underscores the importance of catering to diverse passenger preferences and enhancing overall satisfaction during air travel.

本研究旨在调查将多媒体书籍整合到航空服务中可能产生的影响和乘客的看法,旨在阐明机上娱乐和阅读体验不断发展的前景。研究结果分析表明乘客对多媒体书籍的兴趣各不相同,约 57.7% 的乘客表示有兴趣,40.4% 的乘客表示兴趣有限或没有兴趣。然而,与传统印刷书籍相比,绝大多数乘客(60.6%)更喜欢多媒体书籍。此外,90.4%的人认为多媒体书籍对飞行阅读体验有积极影响,从而提高了满意度(81.7%),并很有可能推荐提供此类内容的航空公司(91.3%)。研究局限性/启示这项研究的局限性包括只关注国际图书馆员协会和图书馆联合会(IFLA)世界图书馆与信息大会(WLIC)的发言人,这可能会限制更广泛的普遍性。进一步的研究可以探索更广泛人群的偏好,并纳入定性方面的内容以加深理解。航空公司可以利用多媒体书籍提高乘客满意度,吸引不同的受众,并在机上娱乐中促进文化包容性。原创性/价值这项研究有助于深入了解机上娱乐的发展状况,强调了将多媒体书籍整合到航空公司服务中的巨大潜力和积极影响。它强调了满足乘客不同喜好和提高航空旅行整体满意度的重要性。
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引用次数: 0
Big data and the management of libraries in the era of the Fourth Industrial Revolution: implications for policymakers 第四次工业革命时代的大数据与图书馆管理:对决策者的影响
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-03-25 DOI: 10.1108/dlp-10-2023-0083
Yusuf Ayodeji Ajani, Emmanuel Kolawole Adefila, Shuaib Agboola Olarongbe, Rexwhite Tega Enakrire, Nafisa Rabiu

Purpose

This study aims to examine Big Data and the management of libraries in the era of the Fourth Industrial Revolution and its implications for policymakers in Nigeria.

Design/methodology/approach

A qualitative methodology was used, involving the administration of open-ended questionnaires to librarians from six selected federal universities located in Southwest Nigeria.

Findings

The findings of this research highlight that a significant proportion of librarians are well-acquainted with the relevance of big data and its potential to positively revolutionize library services. Librarians generally express favorable opinions concerning the relevance of big data, acknowledging its capacity to enhance decision-making, optimize services and deliver personalized user experiences.

Research limitations/implications

This study exclusively focuses on the Nigerian context, overlooking insights from other African countries. As a result, it may not be possible to generalize the study’s findings to the broader African library community.

Originality/value

To the best of the authors’ knowledge, this study is unique because the paper reported that librarians generally express favorable opinions concerning the relevance of big data, acknowledging its capacity to enhance decision-making, optimize services and deliver personalized user experiences.

本研究旨在探讨第四次工业革命时代的大数据和图书馆管理及其对尼日利亚决策者的影响。本研究采用定性方法,对尼日利亚西南部六所选定联邦大学的图书馆员进行了开放式问卷调查。图书馆员普遍对大数据的相关性表示赞同,承认其有能力加强决策、优化服务和提供个性化用户体验。原创性/价值 据作者所知,本研究是独一无二的,因为论文报告称图书馆员普遍对大数据的相关性表示赞同,承认大数据能够加强决策、优化服务并提供个性化的用户体验。
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引用次数: 0
Online information retrieval self-efficacy of library professionals: a predictor of patrons’ satisfaction in university libraries 图书馆专业人员的在线信息检索自我效能:读者对大学图书馆满意度的预测因素
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-03-21 DOI: 10.1108/dlp-12-2023-0108
Tariq Rasheed, Shamshad Ahmed

Purpose

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.

Design/methodology/approach

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.

Findings

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.

Practical implications

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.

Originality/value

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.

本研究的主要目的是检查图书馆专业人员的在线信息检索自我效能感,以预测大学图书馆读者的满意度。研究以班杜拉自我效能感的四个来源为基础,包括掌握经验、替代经验、社会说服和生理状态。为此,研究人员精心设计了一份调查问卷,从旁遮普省和巴基斯坦首都(伊斯兰堡)高等教育委员会认可的大学图书馆聘用的图书馆专业人员中收集数据。在验证假设后,研究人员进行了多元线性回归测试,利用自变量预测因变量的结果。此外,研究人员还对所有自变量进行了比较评估,以确定它们各自对图书馆读者满意度的贡献。研究结果表明,生理状态、社会反馈和主人翁体验这三个变量在预测图书馆读者满意度方面具有明显而重要的意义。然而,替代体验对图书馆读者满意度的影响并不显著。此外,与其他三种自我效能来源相比,生理状态对提高图书馆读者满意度的影响相对较大。总之,研究确立了在线信息检索自我效能感在提高图书馆读者满意度方面的重要作用。这些计划在提高图书馆专业人员的自我效能感方面发挥着重要作用,并最终完善他们的在线信息检索技能。原创性/价值从本质上讲,本研究深入探讨了在有效信息搜索过程中起关键作用的因素,并最终提高了图书馆读者的满意度,这在巴基斯坦乃至世界范围内以前都没有研究过。此外,本研究的意义还在于它对学术讨论的贡献,它有可能改变和促进图书馆服务,并增强图书馆专业人员在当前数字时代为图书馆读者提供满意和高效体验的能力。
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引用次数: 0
Developing a big data analytics platform using Apache Hadoop Ecosystem for delivering big data services in libraries 利用 Apache Hadoop 生态系统开发大数据分析平台,为图书馆提供大数据服务
IF 1.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-22 DOI: 10.1108/dlp-10-2022-0079
Ranjeet Kumar Singh

Purpose

Although the challenges associated with big data are increasing, the question of the most suitable big data analytics (BDA) platform in libraries is always significant. The purpose of this study is to propose a solution to this problem.

Design/methodology/approach

The current study identifies relevant literature and provides a review of big data adoption in libraries. It also presents a step-by-step guide for the development of a BDA platform using the Apache Hadoop Ecosystem. To test the system, an analysis of library big data using Apache Pig, which is a tool from the Apache Hadoop Ecosystem, was performed. It establishes the effectiveness of Apache Hadoop Ecosystem as a powerful BDA solution in libraries.

Findings

It can be inferred from the literature that libraries and librarians have not taken the possibility of big data services in libraries very seriously. Also, the literature suggests that there is no significant effort made to establish any BDA architecture in libraries. This study establishes the Apache Hadoop Ecosystem as a possible solution for delivering BDA services in libraries.

Research limitations/implications

The present work suggests adapting the idea of providing various big data services in a library by developing a BDA platform, for instance, providing assistance to the researchers in understanding the big data, cleaning and curation of big data by skilled and experienced data managers and providing the infrastructural support to store, process, manage, analyze and visualize the big data.

Practical implications

The study concludes that Apache Hadoops’ Hadoop Distributed File System and MapReduce components significantly reduce the complexities of big data storage and processing, respectively, and Apache Pig, using Pig Latin scripting language, is very efficient in processing big data and responding to queries with a quick response time.

Originality/value

According to the study, there are significantly fewer efforts made to analyze big data from libraries. Furthermore, it has been discovered that acceptance of the Apache Hadoop Ecosystem as a solution to big data problems in libraries are not widely discussed in the literature, although Apache Hadoop is regarded as one of the best frameworks for big data handling.

目的虽然与大数据相关的挑战与日俱增,但图书馆中最合适的大数据分析(BDA)平台始终是个重要问题。本研究的目的是针对这一问题提出解决方案。本研究确定了相关文献,并对图书馆采用大数据的情况进行了回顾。本研究还提供了使用 Apache Hadoop 生态系统开发 BDA 平台的分步指南。为了测试该系统,使用 Apache Hadoop 生态系统中的工具 Apache Pig 对图书馆大数据进行了分析。研究结果从文献中可以推断出,图书馆和图书馆员并没有认真对待图书馆大数据服务的可能性。此外,文献还表明,图书馆在建立任何 BDA 架构方面都没有做出重大努力。本研究将 Apache Hadoop 生态系统作为在图书馆提供 BDA 服务的可能解决方案。研究局限性/启示本研究建议通过开发 BDA 平台,调整在图书馆提供各种大数据服务的想法,例如,协助研究人员理解大数据,由技术熟练、经验丰富的数据管理人员清理和整理大数据,以及提供基础设施支持以存储、处理、管理、分析和可视化大数据。实践意义研究得出结论,Apache Hadoops 的 Hadoop 分布式文件系统和 MapReduce 组件分别大大降低了大数据存储和处理的复杂性,而使用 Pig Latin 脚本语言的 Apache Pig 在处理大数据和快速响应查询方面非常高效。此外,研究还发现,尽管 Apache Hadoop 被视为处理大数据的最佳框架之一,但文献中并未广泛讨论接受 Apache Hadoop 生态系统作为图书馆大数据问题的解决方案。
{"title":"Developing a big data analytics platform using Apache Hadoop Ecosystem for delivering big data services in libraries","authors":"Ranjeet Kumar Singh","doi":"10.1108/dlp-10-2022-0079","DOIUrl":"https://doi.org/10.1108/dlp-10-2022-0079","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Although the challenges associated with big data are increasing, the question of the most suitable big data analytics (BDA) platform in libraries is always significant. The purpose of this study is to propose a solution to this problem.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The current study identifies relevant literature and provides a review of big data adoption in libraries. It also presents a step-by-step guide for the development of a BDA platform using the Apache Hadoop Ecosystem. To test the system, an analysis of library big data using Apache Pig, which is a tool from the Apache Hadoop Ecosystem, was performed. It establishes the effectiveness of Apache Hadoop Ecosystem as a powerful BDA solution in libraries.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>It can be inferred from the literature that libraries and librarians have not taken the possibility of big data services in libraries very seriously. Also, the literature suggests that there is no significant effort made to establish any BDA architecture in libraries. This study establishes the Apache Hadoop Ecosystem as a possible solution for delivering BDA services in libraries.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>The present work suggests adapting the idea of providing various big data services in a library by developing a BDA platform, for instance, providing assistance to the researchers in understanding the big data, cleaning and curation of big data by skilled and experienced data managers and providing the infrastructural support to store, process, manage, analyze and visualize the big data.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The study concludes that Apache Hadoops’ Hadoop Distributed File System and MapReduce components significantly reduce the complexities of big data storage and processing, respectively, and Apache Pig, using Pig Latin scripting language, is very efficient in processing big data and responding to queries with a quick response time.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>According to the study, there are significantly fewer efforts made to analyze big data from libraries. Furthermore, it has been discovered that acceptance of the Apache Hadoop Ecosystem as a solution to big data problems in libraries are not widely discussed in the literature, although Apache Hadoop is regarded as one of the best frameworks for big data handling.</p><!--/ Abstract__block -->","PeriodicalId":42447,"journal":{"name":"Digital Library Perspectives","volume":"32 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139921750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Digital Library Perspectives
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