2021
DOI: 10.18178/ijiet.2021.11.12.1568
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An Analysis of Online Classes Tweets Using Gephi: Inputs for Online Learning

Abstract: The conduct of online classes has emerged as one of the major changes in the educational landscape at the onset of COVID-19. Its implementation has been met by varying reactions that have become evident in social media, particularly on Twitter. This paper analyzed #onlineclasses tweets of Filipino users using network analysis through Gephi and NodeXL software. The resulting network has 2,278 users and 998 interactions with many groups of small interactions among users, and low clustering coefficient and modula… Show more

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Cited by 11 publications
(9 citation statements)
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“…Consequently, several studies disclosed the common barriers and concerns encountered by undergraduate students in conducting research whether in the classroom learning set-up Ulvik, 2014;van Ingen & Ariew, 2015;Sanchez et al, 2021;Batmang et al, 2021) or compared to the online learning environment (Ni, 2013). The findings of the present study revealed common issues encountered by these student researchers as they navigated the online learning environment in conducting research.…”
Section: Discussionmentioning
confidence: 65%
See 1 more Smart Citation
“…Consequently, several studies disclosed the common barriers and concerns encountered by undergraduate students in conducting research whether in the classroom learning set-up Ulvik, 2014;van Ingen & Ariew, 2015;Sanchez et al, 2021;Batmang et al, 2021) or compared to the online learning environment (Ni, 2013). The findings of the present study revealed common issues encountered by these student researchers as they navigated the online learning environment in conducting research.…”
Section: Discussionmentioning
confidence: 65%
“…Undergraduate research education has been incorporated across higher education institutions in various countries (Gilmore et al, 2015) including the Philippines (Ulla, 2018;Sanchez et al, 2021). Due to the COVID-19 lockdown protocols, schools in the country closed in March 2020 and partially reopened in January 2022 in some low-risk areas.…”
Section: Introductionmentioning
confidence: 99%
“…Social network analysis is used to characterize coauthorship and has the characteristics of nondirectional. This study builds collaboration networks in three steps by resorting to Gephi [ 17 , 18 ]. First, input data are preprocessed to form a node table and a link table.…”
Section: Methodsmentioning
confidence: 99%
“…COVID-19 has affected the education systems around the globe, leading to the formulation of strategies to continue academics and learning amidst the pandemic [1]. Institutions offering higher courses on teacher education programs called teacher education institutions (TEIs) implemented flexible learning delivery as a strategy for learning continuity [2].…”
Section: Introductionmentioning
confidence: 99%