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Analysing Library and Information Science Articles Using Topic Modeling Approaches 使用主题建模方法分析图书馆与信息科学文章
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.19312
Debasis Majhi, Bhaskar Mukherjee
Identifying trends in research through co-citation or content analysis of journal contents is quite a common practice in LIS research. In this study, however, we proposed the Latent Dirichlet Allocation (LDA), a popular topic-modeling approach for identifying research trends of published articles in three Scopus-indexed Indian LIS journals. A total of 1213 titles & their abstracts published between 2011 and 2022 have been considered. From these data, a corpus of frequently used 15 key phrases was identified from each journal using Count Vectorizer and then ten topics having higher coherence scores were extracted from each journal corpus using LDA techniques to understand to what extent these topics are different in these journals. The analysis of the study indicates that ‘Library users’ studies’ especially in academic libraries; and ‘bibliometric indicators for measuring research growth are a few common topics in these journals and, technological innovation; utilisation of electronic and print information resources; library management; or network analysis are some of the topics that are journal specific. From the t-SNE visualisation and pyLDAvis diagram, it was seen that the topics of DJLIT are significantly unique with discrete distributions than the other two journals. On analysing the growth of the top ten topics longitudinally, it was seen that research on digital libraries, analysing the global output, online search strategy, ranking universities, etc. are concurrent interests of research among researchers while academic library resources, including electronic resources and its use, open access are among diminishing research interests of authors. Since the topic-modeling approach can provide results devoid of bias, it can be used to identify research land scape longitudinally as well as obsolescence of topic in a domain.
通过联合引用或期刊内容分析来识别研究趋势是 LIS 研究中的常见做法。然而,在本研究中,我们提出了潜在德里希勒分配(LDA)这一流行的主题建模方法,用于识别三种 Scopus 索引的印度 LIS 期刊中已发表文章的研究趋势。我们共考虑了 2011 年至 2022 年间发表的 1213 篇文章及其摘要。从这些数据中,使用计数矢量器从每种期刊中识别出常用的 15 个关键短语语料库,然后使用 LDA 技术从每种期刊语料库中提取出一致性得分较高的 10 个主题,以了解这些主题在这些期刊中的不同程度。研究分析表明,"图书馆用户研究"(尤其是学术图书馆)和 "衡量研究增长的文献计量指标 "是这些期刊中的一些常见主题,而技术创新、电子和印刷信息资源的利用、图书馆管理或网络分析则是期刊特有的一些主题。从 t-SNE 可视化和 pyLDAvis 图中可以看出,与其他两种期刊相比,DJLIT 的主题具有明显的独特性,分布离散。纵向分析前十位主题的增长情况,可以发现数字图书馆研究、全球产出分析、在线搜索策略、大学排名等是研究人员的并发研究兴趣,而学术图书馆资源(包括电子资源及其使用)、开放存取等是作者的递减研究兴趣。由于主题建模方法可以提供无偏见的结果,因此它可用于纵向识别研究领域以及某一领域主题的过时情况。
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引用次数: 0
Citation Behaviour of Physics and Astronomy Researchers in the Western Himalayan Region 西喜马拉雅地区物理学和天文学研究人员的引用行为
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.19265
Muruli N, N. Harinarayana
The study aims to examine the citation behaviour of Physics and Astronomy researchers from Indian central universities in the Western Himalayan region. By employing Bibliometrix and Biblioshiny packages in R Studio, an analysis of 13,065 cited sources was conducted using data from the Scopus database over a ten-year span (2012- 2021). The findings highlight a preference for influential journal articles and reviews, with an inclination towards articles authored by two or three individuals. These findings offer valuable insights for stakeholders including researchers, policymakers, and funders, to enhance research impact in the region. The study also draws attention to ‘undefined’ tags in bibliographic data and calls for refinement in defining metadata to enhance bibliographic data quality and reliability.
本研究旨在考察西喜马拉雅地区印度中心大学物理和天文学研究人员的引用行为。通过使用 R Studio 中的 Bibliometrix 和 Biblioshiny 软件包,利用 Scopus 数据库中十年间(2012-2021 年)的数据,对 13,065 篇被引文献进行了分析。分析结果表明,有影响力的期刊论文和评论更受青睐,由两三个人撰写的文章更受青睐。这些发现为包括研究人员、政策制定者和资助者在内的利益相关者提供了宝贵的见解,有助于提高该地区的研究影响力。研究还提请注意书目数据中 "未定义 "的标签,并呼吁完善元数据的定义,以提高书目数据的质量和可靠性。
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引用次数: 0
Assessing the Availability of Information Sources and Services During the COVID 19 Pandemic in University Libraries in Nigeria 评估尼日利亚大学图书馆在 COVID 19 大流行期间的信息来源和服务可用性
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.19131
Saturday U. Omeluzor, Vera N Okonoko, N. Ojukwu
The emergence of COVID-19 pandemic hampered the availability of information sources and services in most academic institutions around the world. Making information available during major crisis reveals the long-standing position of the library in helping its patrons. This post COVID-19 study that took place between February 2020 and January 2021 investigated the availability of information sources and services during the COVID-19 pandemic in university libraries in Nigeria. Using a descriptive design, the study used 240 students who were purposely selected from 30 universities including federal, state and private universities in South-South geographical zone of Nigeria as sample. The study revealed that information sources such as: e-books, print journals, e-journals and electronic databases and services such as: Circulation, interlibrary loan, remote access, SDI, online reference services among others were available to the patrons in university libraries in Nigeria during the COVID-19 pandemic. The findings showed that the inhibiting factors against the availability of information sources and service in university libraries were poor telecommunication network, closure of some library sections, lack of preparation, unavailability of library policy on pandemic/disaster management and poor coordination among others. The study recommended some areas for improvement to ensure the availability of information sources and services to the library patrons during major crisis.
COVID-19 大流行病的出现阻碍了全球大多数学术机构的信息来源和服务。在重大危机期间提供信息显示了图书馆在帮助读者方面的长期立场。这项后 COVID-19 研究在 2020 年 2 月至 2021 年 1 月期间进行,调查了 COVID-19 大流行期间尼日利亚大学图书馆的信息来源和服务的可用性。该研究采用描述性设计,从尼日利亚南部地理区域的 30 所大学(包括联邦大学、州立大学和私立大学)中特意挑选了 240 名学生作为样本。研究显示,信息来源包括:电子图书、印刷期刊、电子期刊和电子数据库,服务包括:图书流通、馆际互借和图书馆服务:在 COVID-19 大流行期间,尼日利亚大学图书馆为读者提供了流通、馆际互借、远程访问、SDI、在线参考服务等服务。研究结果表明,阻碍大学图书馆提供信息资源和服务的因素包括:电信网络不完善、图书馆某些部门关闭、缺乏准备、缺乏有关大流行病/灾害管理的图书馆政策以及协调不力等。研究建议了一些需要改进的领域,以确保在重大危机期间向图书馆读者提供信息资源和服务。
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引用次数: 0
Researchers Expectations Towards Library Research Support Services (LRSS) 研究人员对图书馆研究支持服务(LRSS)的期望
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.18976
Kuldeep Singh, Anil Kumar Siwach
This cross-sectional study is aimed to identify the expectations and problems faced by faculty members and research scholars at Maharshi Dayanand University regarding library research support services (LRSS) under seven service dimensions. The research outcome reveals that the service most anticipated by the participants was ‘Database Services’ having the highest mean score, followed by ‘Infrastructure Facilities’ and ‘Institutional Repositories’. The least expected service was ‘Scholarly Communication Services’ which had the lowest mean score. The only service with significant differences between gender and qualifications was ‘Infrastructure Facilities’. In terms of challenges faced, the most noteworthy problems identified included inadequate funding for Article Processing Charges and limited access to computers in the library. Other problems included a lack of training in research support tools and ICT skills, lack of accessibility to library services from home, poor Internet connectivity, and lack of training/ consultation to use services. The library staff was reported to be helpful and supportive. The study provides insights into the expectations and problems of users in the context of LRSS. The study also highlights the imperative need for adequate funding for APCs and improved computer facilities, alongside targeted training initiatives for optimum use of research support tools and enhancing ICT skills to improve the efficacy of LRSS.
这项横向研究旨在确定马哈希-达亚南德大学(Maharshi Dayanand University)教师和研究学者对图书馆研究支持服务(LRSS)七个服务维度的期望和面临的问题。研究结果显示,参与者最期待的服务是 "数据库服务",平均得分最高,其次是 "基础设施 "和 "机构资料库"。期望值最低的服务是 "学术交流服务",其平均得分最低。唯一一项在性别和学历方面存在明显差异的服务是 "基础设施"。在面临的挑战方面,最值得注意的问题包括文章处理费资金不足和图书馆电脑使用受限。其他问题包括缺乏研究辅助工具和信息与传播技术技能的培训、在家无法使用图书馆服务、互联网连接不畅以及缺乏使用服务的培训/咨询。据报告,图书馆工作人员提供了帮助和支持。这项研究深入探讨了用户对图书馆资源共享服务的期望和存在的问题。研究还强调,亟需为用户中心提供充足的资金,改善计算机设施,同时开展有针对性的培训活动,以优化研究支持工具的使用,提高信息和通信技术技能,从而提高图书馆研究与服务系统的效率。
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引用次数: 0
Scientometric Study of Research on AI & ML Application in Defence Technology and Military Operations 关于国防技术和军事行动中人工智能和 ML 应用研究的科学计量学研究
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.19496
Ajay Kumar Pandey, Arnav Chakrovarty, Vijay Khandal
Application of AI and machine learning in different domains of defence system in increasing rapidly to bring automation and to facilitate all the benefits of modern technologies in military. This article conducts a scientometric analysis on articles that are on application of Ai and Ml in military equipment, military intelligence, cyber security, decision making, military operations, defence medical systems etc. This study has executed a search query on Web of Science for identifying peer reviewed current resources that are contributing to the application of modern technologies in military systems. With extensive query and filtering this study has identified 417 articles with in the period of 1991 to 2023. With analysing all the data, it determines that a lot of varied research is there on the defence system that promotes use of modern technologies in development of weapon, conducting strategic military operation, prioritising military society etc. Prioritising legal and ethical parameters. This study has also highlighted legal, and security concerns surrounding using autonomous systems in military applications. The authorship pattern, document types, country production over time, and most cited countries have also been studied. Bradford’s scattering law was applied to identify the core journals, and Lotka’s law to check authors’ productivity patterns.
人工智能和机器学习在国防系统不同领域的应用正在迅速增加,以实现自动化并促进现代技术在军事领域的所有益处。本文对有关人工智能和机器学习在军事装备、军事情报、网络安全、决策制定、军事行动、国防医疗系统等方面应用的文章进行了科学计量分析。本研究在 Web of Science 上进行了搜索查询,以确定有助于现代技术在军事系统中应用的同行评审最新资源。通过广泛的查询和过滤,本研究确定了 1991 年至 2023 年期间的 417 篇文章。通过对所有数据的分析,研究发现,在国防系统中存在大量不同的研究,这些研究促进了现代技术在武器开发、战略军事行动、军事社会优先化等方面的应用。优先考虑法律和伦理参数。本研究还强调了在军事应用中使用自主系统的法律和安全问题。此外,还研究了作者模式、文献类型、随时间推移产生的国家以及被引用最多的国家。布拉德福德散射定律用于识别核心期刊,洛特卡定律用于检查作者的生产力模式。
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引用次数: 0
Integrating Artificial Intelligence in Academic Libraries 将人工智能融入学术图书馆
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.18958
Mallikarjuna C
This article presents a literature review on integrating artificial intelligence (AI) in academic libraries, focusing on the transformative impact of AI-based tools and services on library management, resource utilisation, and research experience. While AI offers promising solutions to increase efficiency and effectiveness, the review identifies several challenges and concerns that need to be addressed, such as ethical and privacy considerations, staff training and development, and a user-centered approach. To integrate AI successfully, libraries must collaborate with professionals, researchers, and policymakers and adopt a continuing education approach to AI. Overcoming resistance to technological change, communicating efforts, and engaging staff are essential for libraries to leverage AI’s potential benefits and enhance their services and operations.
本文对学术图书馆整合人工智能(AI)进行了文献综述,重点关注基于人工智能的工具和服务对图书馆管理、资源利用和研究体验的变革性影响。虽然人工智能为提高效率和效益提供了大有可为的解决方案,但该综述也指出了一些需要解决的挑战和问题,如道德和隐私考虑、员工培训和发展以及以用户为中心的方法。要成功整合人工智能,图书馆必须与专业人士、研究人员和政策制定者合作,并对人工智能采取持续教育的方法。图书馆要充分利用人工智能的潜在优势,提升服务和运营水平,就必须克服对技术变革的抵触情绪,做好沟通工作,让员工参与进来。
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引用次数: 0
Program Wise Information Literacy Skills of Students 学生信息素养技能的明智计划
Pub Date : 2024-04-04 DOI: 10.14429/djlit.44.2.19483
Raihanath Kadiri, Mithu Anjali Gayan, Maryam Emami
The current study furthers the understanding of the Information Literacy (IL) competency skill levels between the health science and non-health science students in the United Arab Emirates. IL-HUMASS survey on information literacy questionnaire was partially adopted (17 categories) for surveying the IL competency skill levels between the Health and Non-Health students at College A. The questionnaire comprised four information competency categories: “Information Searching, “Information Evaluation, Information Processing/Application, and Information Dissemination and Communication”. The Mann-Whitney U test was used to test the hypotheses. The research findings revealed that among all participants the levels of Motivational Engagement (ME) in the four competence areas were higher, than their levels of Self-Efficacy (SE).Further, interestingly, students enrolled in non-health programs displayed higher levels of both ME and SE in all four categories. Additionally, there were significant variations in IL Self-Efficacy levels between the two programs across the categories. Besides, the application of Pinto’s IL-HUMASS survey instrument to a new user population has provided valuable insights. These insights highlight the importance of considering motivation and self-efficacy levels when designing information literacy programs, especially for health science students. This study is possibly the first in the UAE conducted on a global sample comprising 22 nationalities.
本研究进一步了解了阿拉伯联合酋长国健康科学和非健康科学学生的信息素养(IL)能力水平。部分采用了 IL-HUMASS 信息素养调查问卷(17 个类别)来调查 A 学院健康科学专业和非健康科学专业学生的信息素养能力水平:问卷包括四个信息能力类别:"信息搜索"、"信息评估"、"信息处理/应用 "和 "信息传播与交流"。曼-惠特尼 U 检验用于检验假设。研究结果显示,所有参与者在四个能力领域的动机参与(ME)水平都高于他们的自我效能(SE)水平。此外,有趣的是,就读于非卫生专业的学生在所有四个类别中的动机参与和自我效能水平都较高。此外,两个专业的学生在不同类别中的 IL 自我效能感水平也存在显著差异。此外,将Pinto的IL-HUMASS调查工具应用于新的用户群体提供了宝贵的启示。这些见解强调了在设计信息素养课程时考虑动机和自我效能感水平的重要性,尤其是对健康科学专业的学生而言。这项研究可能是阿联酋第一项针对全球 22 个国家的样本进行的研究。
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引用次数: 0
Information Sources Preferred by Students in Academic Writing 学生在学术写作中首选的信息来源
Pub Date : 2024-01-23 DOI: 10.14429/djlit.44.1.18909
N. W. Cabfilan
The study was conducted to directly determine the information resources used by students. Also, the study specifically aimed to identify which format and type of information resources are preferred by students when writing their researches or assignments. A devised structured survey questionnaire; other parts of the tool were patterned with the study of Dilevko & Gottlieb5. The survey was administered 1st Semester of 2022-2023 to eighty (n= 80) students, forty (40) each from second and fifth year plus students. The collected surveys were sorted and tabulated.Mean, percentage and rank were used to treat the data statistically. Results demonstrated that despite the proliferation of online information sources, students still preferred to use print when writing their researches or assignments.In terms of types, regardless of format, books were still preferred over journals and magazines. This result can be attributed to the library’s weak Serials (journals, magazines, etc.) collections. The library should consider to balance and strengthen its collections in both format and type. 
本研究旨在直接确定学生使用的信息资源。此外,该研究还特别旨在确定学生在撰写研究报告或作业时更喜欢哪种格式和类型的信息资源。研究设计了一份结构化调查问卷,问卷的其他部分参照了 Dilevko & Gottlieb5 的研究。调查于 2022-2023 学年第一学期进行,共有 80 名学生参加,其中二年级和五年级学生各 40 名。对收集到的调查表进行了分类和制表,并使用平均值、百分比和等级对数据进行统计处理。结果表明,尽管在线信息源激增,但学生们在撰写研究报告或作业时仍然更倾向于使用印刷品。这一结果可归因于图书馆薄弱的丛书(期刊、杂志等)收藏。图书馆应考虑平衡和加强其在格式和类型方面的收藏。
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引用次数: 0
Attitude of Library Professionals Towards Information Communication Technology in the Select Central University Libraries of Delhi and Uttar Pradesh 德里和北方邦部分中央大学图书馆的图书馆专业人员对信息通信技术的态度
Pub Date : 2024-01-23 DOI: 10.14429/djlit.44.1.19186
Zeba Khanam, Md Sohail
With the advent of new technological transformations in libraries and information centres, library professionals have experienced major challenges with changes in the generation, creation, dissemination, and preservation of knowledge in libraries. The objectives of the present study are to find out the hindrances to implementing ICT, and incorporation in libraries has a prominent place in fulfilling the needs of users, but one must not ignore the fact that ICT is not only the factor responsible for achieving the goals of libraries; it is also the library professional’s positive attitude that endorses the implementation of the same. There are many factors that can help library professionals develop a positive attitude, including prior knowledge, proper training, and continuing education like in-service courses, workshops, and seminars. If the staff of the library shows a positive attitude towards the adoption of ICT in their organisation, it will raise their self-confidence, thereby increasing productivity, while also raising their morale and motivation among colleagues. On the other hand, a negative attitude will raise high levels of anxiety, lower levels of self-efficacy, technophobia, cyberphobia, and fear of losing their jobs. The negative attitudes of library professionals are the main hindrance to the implementation of ICT in libraries. The present study’s findings can advance our understanding of ICT adoption in libraries and provide practical recommendations for maximizing the use of ICT resources in library services. The study concluded that the major objectives have been accomplished by those in the library industry who adopt a critical stance toward the adoption and rejection of new technologies
随着图书馆和信息中心新技术变革的到来,图书馆专业人员在图书馆知识的生成、创 造、传播和保存方面经历了重大挑战。本研究的目的是找出实施信息与传播技术的阻碍因素,将其纳入图书馆在满足用户需 求方面具有突出的地位,但不能忽视的是,信息与传播技术不仅是实现图书馆目标的因 素,图书馆专业人员的积极态度也是实施信息与传播技术的保证。有许多因素可以帮助图书馆专业人员形成积极的态度,包括事先了解情况、接受适当的培训以及在职课程、讲习班和研讨会等继续教育。如果图书馆工作人员对其所在机构采用信息和通信技术持积极态度,就会提高他们的自信心,从而提高工作效率,同时也会提高他们的士气和同事之间的积极性。反之,消极的态度则会引发高度焦虑、自我效能感降低、技术恐惧症、网络恐惧症以及对失去工作的恐惧。图书馆专业人员的消极态度是图书馆实施信息与传播技术的主要障碍。本研究的结果可以促进我们对图书馆采用信息与传播技术的了解,并为图书馆服务中最大限度地利用信息与传播技术资源提供切实可行的建议。研究得出的结论是,图书馆行业中对采用和拒绝新技术采取批判性立场的人已经实现了主要目标
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引用次数: 0
Examining Digital Literacy Skills Among Gen Z Students of Mizoram University 考察米佐拉姆大学 Z 世代学生的数字素养技能
Pub Date : 2024-01-23 DOI: 10.14429/djlit.44.1.19291
Bhaigyashree Boro, R. Laltlanzova, F. Chanchinmawia
This study examines Digital Literacy Skills (DLS) among Generation Z or “Gen Z” students and the impact of the Internet in the academic environment. The paper analyses the effects of the Internet on academics and shows how Gen Z students at Mizoram University use their overall proficiency and digital literacy abilities for their studies. A total of 250 Gen Z Students were targeted in the present study. The responders were chosen by using a nonprobabilistic sample. A structured online questionnaire was distributed among students to gather the data. Further, the data was analyzed and scrutinised using SPSS version 26. The study reveals that digital literacy includes the capacity to utilise digital technologies for analysis, research, and communication, access online resources efficiently and critically assess information. However, the Internet emphasises the significance of digital literacy skills among Gen Z. The Internet has significantly impacted the academic environment by opening up access to a large amount of information and encouraging the growth of technological skills.
本研究探讨了 Z 世代或 "Z 世代 "学生的数字素养技能(DLS)以及互联网在学术环境中的影响。论文分析了互联网对学业的影响,并展示了米佐拉姆大学的 Z 世代学生如何利用他们的综合能力和数字素养能力进行学习。本研究以 250 名 Z 世代学生为对象。调查对象采用非概率抽样法选出。在学生中分发了一份结构化在线问卷,以收集数据。此外,还使用 SPSS 26 版对数据进行了分析和检验。研究表明,数字素养包括利用数字技术进行分析、研究和交流的能力,有效获取在线资源和批判性评估信息的能力。然而,互联网强调了 Z 世代数字素养技能的重要性。互联网开放了获取大量信息的渠道,并鼓励技术技能的发展,从而对学术环境产生了重大影响。
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引用次数: 0
期刊
DESIDOC Journal of Library & Information Technology
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