Tweetology of Learning Analytics: What does Twitter tell us about the trends and development of the field?

Khalil, Mohammad; Wong, Jacqueline; Er, Erkan; Heitmann, Martin; Belokrys, Gleb

doi:10.1145/3506860.3506914

Cited by 4 publications

(3 citation statements)

References 8 publications

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“…This study reflects the tweetology [12] of NRE in Indonesia. Our main purposes are to gain the trend of NRE on Twitter, to determine the location of NRE-related Twitter posts, and then to reveal the popular topics amongst Twitter users regarding NRE within ten years.…”

Section: Introductionsupporting

confidence: 71%

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The Tweetology of New and Renewable Energy in Indonesia

Yunita,

Telaumbanua,

Irawan

2023

Indonesian J. Comput. Cybern. Syst.

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The amount of unstructured data is increasing annually, which is promising forgaining insights. Twitter, a platform producing unstructured data, is currently one of the mostpopular media platforms used for conducting research on a topic's trend. This study attempts toanalyze the topic of New and Renewable Energy (NRE) in Indonesia. The purpose of this studyis to gain insights into the NRE topic trend over the last ten years by modeling the topicsdiscussed on Twitter and examining the location distribution of users who post tweets about thetopic. Accordingly, this study employed descriptive analysis, geocoding analysis, and topicmodeling. The results of descriptive analysis show that the development of NRE has acceleratedin recent years, particularly in 2021. Geocoding analysis reveals that the distribution of peoplewho engage in NRE posting activities is dominated by DKI Jakarta province. Topic modelingyielding two topics that were discussed the most by Indonesians over a 10-year period. The twotopics are related to government policies that support the development of NRE and electricity,which is Indonesia's focus in NRE. This study highlights the importance of analyzing theTweetology of NRE.

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Section: Introductionsupporting

confidence: 71%

“…Different location data can be converted into a small number of patterns to show position-mediated patterns and distance using geocoding techniques [12]. This technique aims to generate textual cues of universal geographic locations, such as longitude and latitude, for integration with the map.…”

Section: Geocoding Analysismentioning

confidence: 99%

The Tweetology of New and Renewable Energy in Indonesia

Yunita,

Telaumbanua,

Irawan

2023

Indonesian J. Comput. Cybern. Syst.

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“…The goal is to optimise the learning process (Khalil & Martin, 2016) but at the same time these new kinds of analytics ask us to reflect deeply on what kinds of learning we value. Learning analytics do not passively describe sociotechnical reality, they begin to shape it.…”

Section: Introductionmentioning

confidence: 99%

Symbiosis between Learning Analytics and digital transformation

Tubbax

Peeters

2023

9th International Conference on Higher Education Advances (HEAd'23)

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Higher Education Institutes (HEIs) are undergoing a profound and widespread digital transformation with the introduction of digital technologies in education. The introduction of digitised educational environments produced huge data repositories that could serve learning analytics, for the purposes of understanding and optimising learning and the environments in which it occurs. Where the digital transformation of education made learning analytics better and more qualitative, learning analytics leverages the digital transformation of HEIs by taking better informed actions.This paper elaborates on the process of developing a conceptual learning analytics platform at KU Leuven (Belgium). Where the project started off as a pure data project, gradually several preconditions emerged, which caused a lot of side-tracking. The introduction of learning analytics needs a digital transformation of education. At the same time the digital transformation of education needs qualitative and quantitative learning analytics to take it to the next level. As if Learning Analytics and digital transformation live in symbiosis with each other.

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