A survey of emotion recognition methods with emphasis on E-Learning environments

M Imani, GA Montazer - Journal of Network and Computer Applications, 2019 - Elsevier
Emotions play an important role in the learning process. Considering the learner's emotions
is essential for electronic learning (e-learning) systems. Some researchers have proposed …

Sentiment analysis in education research: a review of journal publications

J Zhou, J Ye - Interactive learning environments, 2023 - Taylor & Francis
Sentiment analysis (SA) is widespread across all fields and has become one of the most
active topics in education research, and there is a growing body of papers published. So far …

Analytical mapping of opinion mining and sentiment analysis research during 2000–2015

R Piryani, D Madhavi, VK Singh - Information Processing & Management, 2017 - Elsevier
The new transformed read-write Web has resulted in a rapid growth of user generated
content on the Web resulting into a huge volume of unstructured data. A substantial part of …

Bridging computer and education sciences: A systematic review of automated emotion recognition in online learning environments

S Yu, A Androsov, H Yan, Y Chen - Computers & Education, 2024 - Elsevier
Emotions play an important role in the learning process. With intelligent technology support,
identification and intervention of learners' cognition have made great achievement, but the …

Feature-enhanced attention network for target-dependent sentiment classification

M Yang, Q Qu, X Chen, C Guo, Y Shen, K Lei - Neurocomputing, 2018 - Elsevier
In this paper, we propose a Feature-enhanced Attention Network to improve the
performance of target-dependent Sentiment classification (FANS). Specifically, we first learn …

Multiview learning for early prognosis of academic performance: a case study

G Kostopoulos, S Karlos… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Educational data mining has gained a lot of attention among scientists in recent years and
constitutes an efficient tool for unraveling the concealed knowledge in educational data …

A graph convolutional network based on object relationship method under linguistic environment applied to film evaluation

B Yu, R Cai, Y Fu, Z Xu - Information Sciences, 2022 - Elsevier
Film evaluation is of considerable significance to the development of the film and TV
industry. A film evaluation is usually a qualitative evaluation. Existing research focuses on …

[HTML][HTML] S-KMN: Integrating semantic features learning and knowledge mapping network for automatic quiz question annotation

J Wang, H Li, X Du, JL Hung, S Yang - Journal of King Saud University …, 2023 - Elsevier
Quiz question annotation aims to assign the most relevant knowledge point to a question,
which is a key technology to support intelligent education applications. However, the …

Big data sentiment analysis for brand monitoring in social media streams by cloud computing

F Benedetto, A Tedeschi - … and Ontology Engineering: An Environment of …, 2016 - Springer
The rapid growth of the World Wide Web and social media allows users playing an active
role in the contents' creation process. Users can evaluate the brands' reputation and quality …

Emotion and associated topic detection for course comments in a MOOC platform

Z Liu, W Zhang, J Sun, HNH Cheng… - 2016 International …, 2016 - ieeexplore.ieee.org
Massive Open Online Course (MOOC) has been drawn much attention from learners and
teachers through the world. MOOC offers a variety of interactive ways, in which the course …