Sentiment analysis of students' feedback with NLP and deep learning: A systematic mapping study

Z Kastrati, F Dalipi, AS Imran, K Pireva Nuci, MA Wani - Applied Sciences, 2021 - mdpi.com
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 …

Sentiment Analysis Techniques for Peer Feedback: A Review

M Pinargote-Ortega, L Bowen-Mendoza… - … on eDemocracy & …, 2023 - ieeexplore.ieee.org
Peer feedback in higher education is a strategy in the teaching-learning process. The
application of sentiment analysis favors the exploration of significant information for …

User Perception Analysis of Online Learning Platform “Zenius” During the Coronavirus Pandemic Using Text Mining Techniques

AFA Arminditya Fajri Akbar… - Jurnal Sistem …, 2021 - eprints.triatmamulya.ac.id
Availability of access to online learning platforms is expected to support online learning
activities amid the COVID-19 pandemic. There are several issues experienced by students …

Mining Indonesia tourism's reviews to evaluate the services through multilabel classification and LDA

IL Laily, I Budi, AB Santoso… - … Conference on Electrical …, 2020 - ieeexplore.ieee.org
The tourism sector is one of the mainstay factors, one of the most significant economic
contributors in Lamongan. There are two leading tourism destinations in Lamongan, namely …

A Text Mining Analysis of Social Media Criticisms on Tuition Fee Policies at State Universities in Indonesia

W Yustanti, RP Wibawa, Y Yamasari… - 2024 11th …, 2024 - ieeexplore.ieee.org
This study aims to identify public criticism on social media related to the residential tuition
policy imposed in state universities in Indonesia. Knowing the public's criticism of the single …

Educational Data Mining: The Application in The University's Feedback Survey Analysis using Classification and Clustering Techniques

CA Haryani, W Daicy, AE Widjaja… - … on Science and …, 2022 - ieeexplore.ieee.org
XYZ University is one of the private universities that has a commitment to improve its
education and institution quality is through the feedback from students. The current method …

The Potential of Machine Learning and NLP for Handling Students' Feedback (A Short Survey)

M Edalati - arXiv preprint arXiv:2011.05806, 2020 - arxiv.org
This article provides a review of the literature of students' feedback papers published in
recent years employing data mining techniques. In particular, the focus is to highlight those …

[PDF][PDF] Sentiment Analysis of Student Comment Text on Online Education Platform by Fusing CNN and Long And Short Term Memory Network

Z Li, J Lei - 2024 - bit.kuas.edu.tw
In the rapidly evolving landscape of online education, effective teacher-student engagement
is crucial. This study addresses the challenge of autonomously analyzing student feedback …

Modelo de evaluación entre pares con el enfoque de análisis de sentimiento

M Pinagorte Ortega - 2023 - helvia.uco.es
La evaluación de los trabajos de respuesta abierta es una tarea que debe ser realizada por
un experto; sin embargo, suponen una importante carga de trabajo de corrección para el …