[HTML][HTML] Automatic assessment of text-based responses in post-secondary education: A systematic review

R Gao, HE Merzdorf, S Anwar, MC Hipwell… - … and Education: Artificial …, 2024 - Elsevier
Text-based open-ended questions in academic formative and summative assessments help
students become deep learners and prepare them to understand concepts for a subsequent …

Blockchain in education: A systematic review and practical case studies

P Ocheja, FJ Agbo, SS Oyelere, B Flanagan… - IEEE …, 2022 - ieeexplore.ieee.org
The advent of blockchain technology over the last decade has led to the development of
multiple use-cases of decentralization in various fields including education. This paper …

[HTML][HTML] Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data

B Gencoglu, M Helms-Lorenz, R Maulana… - Computers & …, 2023 - Elsevier
Research shows that effective teaching behavior is important for students' learning and
outcomes, and scholars have developed various instruments for measuring effective …

Top concerns of user experiences in Metaverse games: A text-mining based approach

BA Çallı, Ç Ediz - Entertainment Computing, 2023 - Elsevier
Studies on game experience, which are the most typical representatives of the Metaverse,
are conceptual and in their infancy. Previous work on virtual worlds and user experience is …

Analyzing large collections of open-ended feedback from MOOC learners using LDA topic modeling and qualitative analysis

G Nanda, KA Douglas, DR Waller… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
There is a large variation in background and purpose of massive open online course
(MOOC) learners. To improve the overall MOOC learning experience, it is important to …

[HTML][HTML] Insights into sustainability and circular economy trends in luxury fashion: A LinkedIn topic modelling study

A Abdelmeguid, G Tsironis, M Afy-Shararah… - Cleaner and …, 2024 - Elsevier
The fashion industry plays a pivotal role in societal evolution and economic growth, yet it
also stands as a significant contributor to environmental degradation. In response, the …

[HTML][HTML] Nasal Drug Delivery and Nose-to-Brain Delivery Technology Development Status and Trend Analysis: Based on Questionnaire Survey and Patent Analysis

Y Ge, X Xu, M Cao, B Liu, Y Wang, P Liao, J Wang… - Pharmaceutics, 2024 - mdpi.com
Nasal administration is a non-invasive method of drug delivery that offers several
advantages, including rapid onset of action, ease of use, no first-pass effect, and fewer side …

Analyzing consequences of artificial intelligence on jobs using topic modeling and keyword extraction

L Gaur, NZ Jhanjhi, S Bakshi… - 2022 2nd international …, 2022 - ieeexplore.ieee.org
Many are awestruck by the changes brought by Artificial Intelligence (AI). The ubiquitous
technology has created its place in the job market and is here to stay for years to come …

A survey of the literature: how scholars use text mining in Educational Studies?

J Yang, Kinshuk, Y An - Education and Information Technologies, 2023 - Springer
The massive amount of text related to education provides rich information to support
education in many aspects. In the meantime, the vast yet increasing volume of text makes it …

[HTML][HTML] Airbnb rental price modeling based on Latent Dirichlet Allocation and MESF-XGBoost composite model

MD Islam, B Li, KS Islam, R Ahasan, MR Mia… - Machine Learning with …, 2022 - Elsevier
Airbnb price modeling is an important decision-making tool that determines the acceptability
and profitability of the service. In this study, we demonstrated how proper descriptions of an …