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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 …
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
Academic success of students has been explained with a variety of individual and
socioeconomic factors. Social networks that informally emerge within student communities …
socioeconomic factors. Social networks that informally emerge within student communities …
Interaction data from the copenhagen networks study
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 …
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 …
media and learning has received little scientific investigation. By examining pre-service …
Class attendance, peer similarity, and academic performance in a large field study
Identifying the factors that determine academic performance is an essential part of
educational research. Existing research indicates that class attendance is a useful predictor …
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
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 …
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
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 …
disrupted its usual activities, according to differing perspectives. The ability to adapt to online …
Social physics: uncovering human behaviour from communication
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 …
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 …
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
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 …
educational system. This problem is solved by classifying students into two classes using …