高等教育中的数据驱动洞察:探索大数据分析和移动应用的协同作用

Q2 Computer Science
None Ishamuddin Mustapha, None Vichayanan Rattanawiboonsom, None Ruankwan Intanon
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引用次数: 0

摘要

本研究探讨了通过在高等教育背景下使用大数据分析和移动应用程序可能实现的转型潜力,特别强调了数据驱动决策的作用。在以数字技术和移动设备的影响越来越大为特征的当代教育格局中,高等教育机构正在积极研究创新策略。这提高了效率,定制学习经验,以适应个别学生,并发展学生的整体成就。本研究的主要目的是检验将大数据分析和移动应用程序纳入高等教育机构决策能力的影响。使用RStudio Biblioshiny方法进行数据分析时,使用PRISMA Statement来指导记录的选择和排除。对现有学术著作的全面回顾,对分组的确定,以及对该领域内引用趋势的研究。结果和发现说明了“大数据”、“云计算”、“移动计算”和“高等教育”在研究领域的内在重要性,强调了它们在数据驱动决策中的关键作用。此外,该研究强调了当代技术对行政流程、个性化学习和学业成就的重大影响。这项研究通过对大数据分析和移动应用对高等教育发展的重大影响提出了深刻的发现,为学术领域提供了巨大的补充。这项研究强调了采用数据驱动的见解来成功驾驭不断变化的高等教育格局的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data-Driven Insights in Higher Education: Exploring the Synergy of Big Data Analytics and Mobile Applications
This study explores the potential for transformation that may be achieved via the use of big data analytics and mobile apps in the context of higher education, specifically emphasizing the role of data-driven decision-making. Within the contemporary educational landscape, characterized by the increasing impact of digital technology and mobile devices, institutions of higher education are actively investigating innovative strategies. That enhances effectiveness, customizes learning experiences to suit individual students, and develops overall student accomplishments. The main objective of this research is to examine the effects of incorporating big data analytics and mobile applications into the decision-making capacities of higher education establishments. The PRISMA Statement was used to guide the selection and exclusion of records using the RStudio Biblioshiny approach for data analysis. A comprehensive review of the existing scholarly works, identification of groupings, and study of citation trends within the field. The results and findings illustrate the inherent importance of “big data,” “cloud computing,” “mobile computing,” and “higher education” in the field of research, underscoring their crucial role in data-driven decision-making. Furthermore, the study underscores the significant impact of contemporary technology on administrative processes, personalized learning, and scholastic attainment. This research provides a great addition to the academic field by presenting insightful findings on the substantial influence of big data analytics and mobile applications on the evolution of higher education. This study emphasizes the need to adopt data-driven insights to successfully navigate the ever-changing landscape of higher education.
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来源期刊
International Journal of Interactive Mobile Technologies
International Journal of Interactive Mobile Technologies Computer Science-Computer Networks and Communications
CiteScore
5.20
自引率
0.00%
发文量
250
审稿时长
8 weeks
期刊介绍: This interdisciplinary journal focuses on the exchange of relevant trends and research results and presents practical experiences gained while developing and testing elements of interactive mobile technologies. It bridges the gap between pure academic research journals and more practical publications. So it covers the full range from research, application development to experience reports and product descriptions. Fields of interest include, but are not limited to: -Future trends in m-technologies- Architectures and infrastructures for ubiquitous mobile systems- Services for mobile networks- Industrial Applications- Mobile Computing- Adaptive and Adaptable environments using mobile devices- Mobile Web and video Conferencing- M-learning applications- M-learning standards- Life-long m-learning- Mobile technology support for educator and student- Remote and virtual laboratories- Mobile measurement technologies- Multimedia and virtual environments- Wireless and Ad-hoc Networks- Smart Agent Technologies- Social Impact of Current and Next-generation Mobile Technologies- Facilitation of Mobile Learning- Cost-effectiveness- Real world experiences- Pilot projects, products and applications
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