[HTML][HTML] A review of using multilevel modeling in e-learning research

HM Lin, JY Wu, JC Liang, YH Lee, PC Huang… - Computers & …, 2023 - Elsevier
Improving e-learning involves various levels of supports. Accordingly, researchers usually
adopt complex research designs with a multilevel structure or repeated measurements to …

[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 …

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 …

Effective teaching, student engagement and student satisfaction during the Covid‐19 pandemic: Evidence from business students' qualitative survey evaluations

M Tharapos, K Peszynski, KH Lau… - Accounting & …, 2023 - Wiley Online Library
We investigate the influence of unanticipated prolonged disruption on effective teaching,
student engagement and student satisfaction during campus lockdown due to COVID‐19 …

Deep learning for opinion mining and topic classification of course reviews

A Koufakou - Education and Information Technologies, 2024 - Springer
Student opinions for a course are important to educators and administrators, regardless of
the type of the course or the institution. Reading and manually analyzing open-ended …

Design of mobile intelligent evaluation algorithm in physical education teaching

J De-kun, FH Memon - Mobile Networks and Applications, 2022 - Springer
The teaching task of the traditional mobile intelligent physical education teaching evaluation
algorithm is chaotic, and the marking of important physical education teaching task is …

Palaute: An online text mining tool for analyzing written student course feedback

N Grönberg, A Knutas, T Hynninen, M Hujala - Ieee Access, 2021 - ieeexplore.ieee.org
Collecting student feedback is commonplace in universities. These surveys usually include
both open-ended questions and Likert-type scale questions but the answers to open …

Quality evaluation method of a mathematics teaching model reform based on an improved genetic algorithm

Y Yang - Scientific Programming, 2021 - Wiley Online Library
The poor comprehensiveness of the evaluation indexes of quality evaluation methods for the
traditional college mathematics teaching model reform results in low accuracy of the …

How do teachers engaging messages affect students? A sentiment analysis

S Falcon, J Leon - Educational technology research and development, 2023 - Springer
Gathering information from students' answers to open-ended questions helps to assess the
quality of teachers' practices and its relations with students' motivation. The present study …

[HTML][HTML] Thematic Analysis of Big Data in Financial Institutions Using NLP Techniques with a Cloud Computing Perspective: A Systematic Literature Review

RK Sharma, G Bharathy, F Karimi, AV Mishra… - Information, 2023 - mdpi.com
This literature review explores the existing work and practices in applying thematic analysis
natural language processing techniques to financial data in cloud environments. This work …