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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 …
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 …
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 …
Comprehensive evaluation of the use of technology in education–validation with a cohort of global open online learners
Although a large variety of methodologies, contexts and perspectives have been used to
examine educational application of technology, there is a paucity of instruments that are …
examine educational application of technology, there is a paucity of instruments that are …
Evaluation of student feedback within a MOOC using sentiment analysis and target groups
Many course designers trying to evaluate the experience of participants in a MOOC will find
it difficult to track and analyse the online actions and interactions of students because there …
it difficult to track and analyse the online actions and interactions of students because there …