Sentiment analysis of students' feedback with NLP and deep learning: A systematic map** study
In the last decade, sentiment analysis has been widely applied in many domains, including
business, social networks and education. Particularly in the education domain, where …
business, social networks and education. Particularly in the education domain, where …
Profiling students' learning engagement in MOOC discussions to identify learning achievement: An automated configurational approach
Abstract In the Massive Online Open Course (MOOC) forum, learning engagement
encompasses three fundamental dimensions—cognitive, emotional, and behavioral …
encompasses three fundamental dimensions—cognitive, emotional, and behavioral …
Sentiment analysis of students' feedback in MOOCs: A systematic literature review
In recent years, sentiment analysis (SA) has gained popularity among researchers in various
domains, including the education domain. Particularly, sentiment analysis can be applied to …
domains, including the education domain. Particularly, sentiment analysis can be applied to …
Sentiment analysis on massive open online course evaluations: a text mining and deep learning approach
A Onan - Computer Applications in Engineering Education, 2021 - Wiley Online Library
Massive open online courses (MOOCs) are recent innovative approaches in distance
education, which provide learning content to participants without age‐, gender‐, race‐, or …
education, which provide learning content to participants without age‐, gender‐, race‐, or …
Leveraging class balancing techniques to alleviate algorithmic bias for predictive tasks in education
Predictive modeling is a core technique used in tackling various tasks in learning analytics
research, eg, classifying educational forum posts, predicting learning performance, and …
research, eg, classifying educational forum posts, predicting learning performance, and …
Sentiment analysis on students' evaluation of higher educational institutions
Sentiment analysis is the method of identifying and classifying the views of users from text
documents into different sentiments, such as positive, negative or neutral. Sentiment …
documents into different sentiments, such as positive, negative or neutral. Sentiment …
Using Opinion Mining as an educational analytic: An integrated strategy for the analysis of students' feedback
The analysis of students' feedback written in natural language has been poorly considered
in academic institutions, looking more frequently at students' ratings as a base to evaluate …
in academic institutions, looking more frequently at students' ratings as a base to evaluate …
MOOC evaluation system based on deep learning
JW Tzeng, CA Lee, NF Huang, HH Huang… - International Review of …, 2022 - erudit.org
Massive open online courses (MOOCs) are open access, Web-based courses that enroll
thousands of students. MOOCs deliver content through recorded video lectures, online …
thousands of students. MOOCs deliver content through recorded video lectures, online …
Assessing algorithmic fairness in automatic classifiers of educational forum posts
Automatic classifiers of educational forum posts are essential in hel** instructors
effectively implement their teaching practices and thus have been widely investigated …
effectively implement their teaching practices and thus have been widely investigated …
[HTML][HTML] Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features
Online learning and teaching increased in 2020, driven by the COVID-19 pandemic. As
many researchers attempted to understand the impact stress had on the emotional …
many researchers attempted to understand the impact stress had on the emotional …