Prediction of academic performance associated with internet usage behaviors using machine learning algorithms

X Xu, J Wang, H Peng, R Wu - Computers in Human Behavior, 2019 - Elsevier
College students are facilitated with increasingly convenient access to the Internet, which
has a civilizing influence on students' learning and living. This study attempts to reveal the …

Integration in emerging social networks explains academic failure and success

C Stadtfeld, A Vörös, T Elmer, Z Boda… - Proceedings of the …, 2019 - pnas.org
Academic success of students has been explained with a variety of individual and
socioeconomic factors. Social networks that informally emerge within student communities …

Interaction data from the copenhagen networks study

P Sapiezynski, A Stopczynski, DD Lassen, S Lehmann - Scientific Data, 2019 - nature.com
We describe the multi-layer temporal network which connects a population of more than 700
university students over a period of four weeks. The dataset was collected via smartphones …

The relationship between social media and professional learning from the perspective of pre-service teachers: A survey

T Xu, Q Gao, X Ge, J Lu - Education and Information Technologies, 2024 - Springer
Social media usage is indispensable for college students, but the connection between social
media and learning has received little scientific investigation. By examining pre-service …

Class attendance, peer similarity, and academic performance in a large field study

V Kassarnig, A Bjerre-Nielsen, E Mones, S Lehmann… - PloS one, 2017 - journals.plos.org
Identifying the factors that determine academic performance is an essential part of
educational research. Existing research indicates that class attendance is a useful predictor …

From novice to navigator: Students' academic help-seeking behaviour, readiness, and perceived usefulness of ChatGPT in learning

D Adams, KM Chuah, E Devadason… - Education and Information …, 2024 - Springer
The emergence of chatbots and language models, such as ChatGPT has the potential to aid
university students' learning experiences. However, despite its potential, ChatGPT is …

The mediating role of students' ability to adapt to online activities on the relationship between perceived university culture and academic performance

AM Dima, M Busu, VM Vargas - Oeconomia Copernicana, 2022 - ceeol.com
Research background: The COVID-19 pandemic has affected higher education globally and
disrupted its usual activities, according to differing perspectives. The ability to adapt to online …

Social physics: uncovering human behaviour from communication

K Bhattacharya, K Kaski - Advances in Physics: X, 2019 - Taylor & Francis
In the post year 2000 era the technologies that facilitate human communication have rapidly
multiplied. While the adoption of these technologies has hugely impacted the behaviour and …

[HTML][HTML] YouTube's influential factors for academic achievement: A two-stage approach

SK Roy - Telematics and Informatics Reports, 2023 - Elsevier
Nowadays, people are using YouTube as a learning tool. Mainly students are frequent users
of YouTube. They use it for various purposes, one of the reasons for learning. Therefore, this …

[HTML][HTML] Predictive models for imbalanced data: A school dropout perspective

TM Barros, PA Souza Neto, I Silva, LA Guedes - Education Sciences, 2019 - mdpi.com
Predicting school dropout rates is an important issue for the smooth execution of an
educational system. This problem is solved by classifying students into two classes using …