Sentiment analysis of students' feedback with NLP and deep learning: A systematic mapping 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 …
Aspect-based opinion mining on student's feedback for faculty teaching performance evaluation
Students' feedback is crucial for academic institutions in order to evaluate faculty
performance. Handling the qualitative opinions of students efficiently while automatic report …
performance. Handling the qualitative opinions of students efficiently while automatic report …
[HTML][HTML] Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data
Research shows that effective teaching behavior is important for students' learning and
outcomes, and scholars have developed various instruments for measuring effective …
outcomes, and scholars have developed various instruments for measuring effective …
A sentiment analysis system to improve teaching and learning
S Rani, P Kumar - Computer, 2017 - ieeexplore.ieee.org
Natural language processing and machine learning can be applied to student feedback to
help university administrators and teachers address problematic areas in teaching and …
help university administrators and teachers address problematic areas in teaching and …
Sense: a student performance quantifier using sentiment analysis
Academic feedback is essential in secondary schools to keep a rapport between students,
teachers, and parents and guardians. There are three main factors that contribute towards a …
teachers, and parents and guardians. There are three main factors that contribute towards a …
Prediction of sentiment analysis on educational data based on deep learning approach
Recognizing and categorizing user's sentiments from a part of text into different sentiments is
known as sentiment analysis. For instance, emotions such as happy, sad, angry or positive …
known as sentiment analysis. For instance, emotions such as happy, sad, angry or positive …
Aspect-Based Opinion Mining of Students' Reviews on Online Courses
Z Kastrati, B Arifaj, A Lubishtani, F Gashi… - Proceedings of the 2020 …, 2020 - dl.acm.org
It is critical for higher education institutions to work on improvement of their teaching and
learning strategy by examining feedback of students. Analyzing these feedbacks typically …
learning strategy by examining feedback of students. Analyzing these feedbacks typically …
Deep learning versus traditional classifiers on Vietnamese students' feedback corpus
PXV Nguyen, TTT Hong, K Van Nguyen… - … on information and …, 2018 - ieeexplore.ieee.org
Student's feedback is an important source of collecting students' opinions to improve quality
of training activities. Implementing sentiment analysis into student feedback data, we can …
of training activities. Implementing sentiment analysis into student feedback data, we can …
Text mining analysis on students' expectations and anxieties towards data analytics course
The lack of understanding of course expectations and student anxieties in a Data Analytics
course creates a significant gap in the practice of teaching and learning the course. This …
course creates a significant gap in the practice of teaching and learning the course. This …
Opinion mining technique for developing student feedback analysis system using lexicon-based approach (OMFeedback)
Online assessment systems are increasingly utilised as an evaluation tool for measuring the
performance of lecturers in Institutions of Higher Learning (IHLs). These systems commonly …
performance of lecturers in Institutions of Higher Learning (IHLs). These systems commonly …