Using sentiment analysis to identify student emotional state to avoid dropout in e-learning

MLDR Bóbó, F Campos, V Stroele… - International Journal of …, 2022 - igi-global.com
Dropping out of school comes from a long-term disengagement process with social and
economic consequences. Being able to predict students' behavior earlier can minimize their …

Sentiment Analysis on Online Education During Covid Pandemic

K Chitra, T Madhumitha… - 2022 4th …, 2022 - ieeexplore.ieee.org
“Sentiment Analysis on Online Education during Covid Pandemic” is the title of this research.
This is the most common method for determining and classifying people's view on any …

A hybrid deep learning technique for sentiment analysis in e-learning platform with natural language processing

JK Das, A Das, J Rosak-Szyrocka - … Conference on Software …, 2022 - ieeexplore.ieee.org
E-learning-based teaching methodologies are increasing now-a-days and also, the online
classes are considered as highly popular that ensures the virtual platform for online …

Exploring the students feelings and emotion towards online teaching: sentimental analysis approach

T PraveenKumar, A Manorselvi… - Re-imagining Diffusion …, 2020 - Springer
Data mining is a method to refine raw data to useful information. In education, data mining is
a significant research part used to progress the value of education by observing students' …

[PDF][PDF] Measuring student emotions in an online learning environment

M Alencar, J Netto - Proceedings of the 12th international conference …, 2020 - academia.edu
The use of Virtual Learning Environments by educational institutions grows every year. In
these environments, students use asynchronous and synchronous tools to communicate …

ChatBot Integrated with sentiment anlaysis: Application to E-Learning

Q El Maazouzi, A Retbi… - … Conference on Digital Age …, 2023 - ieeexplore.ieee.org
Online learning has become a popular choice for many schools and universities as well as
for people with work or family obligations. However, many factors can lead the student to quit …

[PDF][PDF] Identifying e-learner's opinion using automated sentiment analysis in e-learning

P Bharathisindhu, S Brunda - IJRET: International Journal of …, 2014 - academia.edu
E-learning is becoming more powerful and popular medium for learning through online. It is
very important to identify the opinions of the users of E-learning. E-learning commonly refers …

[PDF][PDF] Sentiment analysis of user feedback in e-learning environment

MA Omar, M Makhtar, MF Ibrahim… - International Journal of …, 2020 - academia.edu
Sentiment analysis (SA) is prevalent now; because it can yield useful insight from high-
volume subjects and unstructured data mainly from social media networking sites and micro …

Sentiment analysis in education domain: A systematic literature review

K Mite-Baidal, C Delgado-Vera, E Solís-Avilés… - … on technologies and …, 2018 - Springer
E-learning is the delivery of education through digital or electronic methods allowing
students to acquire new knowledge and develop new skills. E-learning allows students to …

[PDF][PDF] SAFE: A Sentiment Analysis Framework for E-Learning.

F Colace, M De Santo, L Greco - International Journal of …, 2014 - pdfs.semanticscholar.org
The spread of social networks allows sharing opinions on different aspects of life and daily
millions of messages appear on the web. This textual information can be a rich source of …