论文标题

调查Covid-19对基于在线学习的网络行为的影响

Investigating the impact of COVID-19 on Online Learning-based Web Behavior

论文作者

Thakur, Nirmalya, Pradhan, Saumick, Han, Chia Y.

论文摘要

Covid-19是世界上几十年来没有看到的大流行,它导致了全球学生学习的许多前所未有的挑战。 Covid-19案件的全球激增导致了2020年在世界各地关闭的几所学校,大学和大学,并改用在线或远程学习,这以不同的方式影响了学生的学习。这导致教育工作者和学生在互联网上花费的时间比以往任何时候都多,这可能会大致总结为两个小组调查,学习和熟悉信息,工具,应用程序和框架以适应在线学习。本文采用了探索性方法来进一步调查和分析Covid-19对与在线学习有关的此类Web行为数据的影响,以解释相关的兴趣,挑战和需求。该研究专门针对研究基于Google的Web行为数据,因为Google是全球最受欢迎的搜索引擎。研究了与基于在线学习的Web行为有关的Covid-19与Google有关的Google的影响,就COVID-19案例的总数而言,受影响最严重的国家的最严重的国家的影响,这些发现已作为开放式数据集发表。此外,为了解释与在线学习有关的Web行为数据的趋势,本文讨论了COVID-19对其中一个国家教育系统的影响的案例研究。

COVID-19, a pandemic that the world has not seen in decades, has resulted in presenting a multitude of unprecedented challenges for student learning across the globe. The global surge in COVID-19 cases resulted in several schools, colleges, and universities closing in 2020 in almost all parts of the world and switching to online or remote learning, which has impacted student learning in different ways. This has resulted in both educators and students spending more time on the internet than ever before, which may be broadly summarized as both these groups investigating, learning, and familiarizing themselves with information, tools, applications, and frameworks to adapt to online learning. This paper takes an explorative approach to further investigate and analyze the impact of COVID-19 on such web behavior data related to online learning to interpret the associated interests, challenges, and needs. The study specifically focused on investigating Google Search-based web behavior data as Google is the most popular search engine globally. The impact of COVID-19 related to online learning-based web behavior on Google was studied for the top 20 worst affected countries in terms of the total number of COVID-19 cases, and the findings have been published as an open-access dataset. Furthermore, to interpret the trends in web behavior data related to online learning, the paper discusses a case study in terms of the impact of COVID-19 on the education system of one of these countries.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源