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 …

A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection

S Kusal, S Patil, J Choudrie, K Kotecha, D Vora… - Artificial Intelligence …, 2023 - Springer
Artificial Intelligence (AI) has been used for processing data to make decisions, Interact with
humans, and understand their feelings and emotions. With the advent of the Internet, people …

Emotion and sentiment analysis from Twitter text

K Sailunaz, R Alhajj - Journal of computational science, 2019 - Elsevier
Online social networks have emerged as new platform that provide an arena for people to
share their views and perspectives on different issues and subjects with their friends, family …

A survey of state-of-the-art approaches for emotion recognition in text

N Alswaidan, MEB Menai - Knowledge and Information Systems, 2020 - Springer
Emotion recognition in text is an important natural language processing (NLP) task whose
solution can benefit several applications in different fields, including data mining, e-learning …

Emotion detection from text and speech: a survey

K Sailunaz, M Dhaliwal, J Rokne, R Alhajj - Social Network Analysis and …, 2018 - Springer
Emotion recognition has emerged as an important research area which may reveal some
valuable input to a variety of purposes. People express their emotions directly or indirectly …

[PDF][PDF] Emotion detection on tv show transcripts with sequence-based convolutional neural networks

SM Zahiri, JD Choi - Workshops at the thirty-second aaai conference …, 2018 - cdn.aaai.org
While there have been significant advances in detecting emotions from speech and image
recognition, emotion detection on text is still under-explored and remained as an active …

Beyond sentiment analysis: A review of recent trends in text based sentiment analysis and emotion detection

LP Hung, S Alias - Journal of Advanced Computational Intelligence …, 2023 - jstage.jst.go.jp
Sentiment Analysis is probably one of the best-known area in text mining. However, in
recent years, as big data rose in popularity more areas of text classification are being …

Sharing emotion while spectating video game play: Exploring Twitch users' emotional change after the outbreak of the COVID-19 pandemic

SW Chae, SH Lee - Computers in human behavior, 2022 - Elsevier
This paper examines how the COVID-19 pandemic associates with Twitch users' emotion,
using natural language processing (NLP) as a method. Two comparable sets of text data …

Vector based sentiment and emotion analysis from text: A survey

HA Uymaz, SK Metin - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
As a primary means of communication, texts are used to implicitly or explicitly reflect
emotions. Emotion or sentiment detection from text has emerged as an important and …

[HTML][HTML] Nursing perspectives on the impacts of COVID-19: social media content analysis

A Koren, MAU Alam, S Koneru, A DeVito… - JMIR Formative …, 2021 - formative.jmir.org
Background: Nurses are at the forefront of the COVID-19 pandemic. During the pandemic,
nurses have faced an elevated risk of exposure and have experienced the hazards related …