Educational data mining and learning analytics: An updated survey

C Romero, S Ventura - Wiley interdisciplinary reviews: Data …, 2020 - Wiley Online Library
This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …

[HTML][HTML] Automatic feedback in online learning environments: A systematic literature review

AP Cavalcanti, A Barbosa, R Carvalho, F Freitas… - … and Education: Artificial …, 2021 - Elsevier
Feedback is an essential component of scaffolding for learning. Feedback provides insights
into the assistance of learners in terms of achieving learning goals and improving self …

Key factors in digital literacy in learning and education: a systematic literature review using text mining

C Audrin, B Audrin - Education and Information Technologies, 2022 - Springer
This research aims at providing an overview of the research field of digital literacy into
learning and education. Using text mining, it reviews 1037 research articles published on …

Text mining in big data analytics

H Hassani, C Beneki, S Unger, MT Mazinani… - Big Data and Cognitive …, 2020 - mdpi.com
Text mining in big data analytics is emerging as a powerful tool for harnessing the power of
unstructured textual data by analyzing it to extract new knowledge and to identify significant …

The contribution of data-driven technologies in achieving the sustainable development goals

N Bachmann, S Tripathi, M Brunner, H Jodlbauer - Sustainability, 2022 - mdpi.com
The United Nations' Sustainable Development Goals (SDGs) set out to improve the quality of
life of people in developed, emerging, and developing countries by covering social and …

Google trend analysis and paradigm shift of online education platforms during the COVID-19 pandemic

AK Kansal, J Gautam, N Chintalapudi, S Jain… - Infectious Disease …, 2021 - mdpi.com
Objective: The largest pandemic in history, the COVID-19 pandemic, has been declared a
doomsday globally. The second wave spreading worldwide has devastating consequences …

Text mining in education—A bibliometrics-based systematic review

A Ahadi, A Singh, M Bower, M Garrett - Education Sciences, 2022 - mdpi.com
Advances in Information Technology (IT) and computer science have without a doubt had a
significant impact on our daily lives. The past few decades have witnessed the advancement …

Sentimen Analisis Customer Review Produk Shopee Indonesia Menggunakan Algortima Naïve Bayes Classifier

LO Sihombing, H Hannie… - Edumatic: Jurnal …, 2021 - e-journal.hamzanwadi.ac.id
Gaining customer satisfaction and trust has become the main challenge in achieving
success in the business world. Business people need to identify problems that arise from …

Text mining in cybersecurity: A systematic literature review

L Ignaczak, G Goldschmidt, CAD Costa… - ACM Computing …, 2021 - dl.acm.org
The growth of data volume has changed cybersecurity activities, demanding a higher level
of automation. In this new cybersecurity landscape, text mining emerged as an alternative to …

An automated group learning engagement analysis and feedback approach to promoting collaborative knowledge building, group performance, and socially shared …

L Zheng, M Long, J Niu, L Zhong - International Journal of Computer …, 2023 - Springer
Learning engagement has gained increasing attention in the field of education. Previous
studies have adopted conventional methods to analyze learning engagement, but these …