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 …

A review on sentiment analysis and emotion detection from text

P Nandwani, R Verma - Social network analysis and mining, 2021 - Springer
Social networking platforms have become an essential means for communicating feelings to
the entire world due to rapid expansion in the Internet era. Several people use textual …

A stem to stern sentiment analysis emotion detection

G Kaur, A Kaur, M Khurana - 2022 10th international …, 2022 - ieeexplore.ieee.org
Due to the Internet's rapid expansion, social networking sites have emerged as crucial tools
for sharing emotions with the entire globe. Many people share their thoughts or opinions …

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 …

A Review on Text-Based Emotion Detection--Techniques, Applications, Datasets, and Future Directions

S Kusal, S Patil, J Choudrie, K Kotecha, D Vora… - arXiv preprint arXiv …, 2022 - arxiv.org
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 personality analysis and detection using natural language processing, advances, challenges and future scope

F Safari, A Chalechale - Artificial Intelligence Review, 2023 - Springer
Emotion detection from text is a relatively new sub-field of artificial intelligence closely
related to Sentiment Analysis (SA). SA detects positive, neutral, or negative emotions in text …

Text‐based emotion detection: Advances, challenges, and opportunities

FA Acheampong, C Wenyu… - Engineering …, 2020 - Wiley Online Library
Emotion detection (ED) is a branch of sentiment analysis that deals with the extraction and
analysis of emotions. The evolution of Web 2.0 has put text mining and analysis at the …

Challenges and Opportunities of Text-based Emotion Detection: A Survey

A Al Maruf, F Khanam, MM Haque, ZM Jiyad… - IEEE …, 2024 - ieeexplore.ieee.org
Emotion detection has become an intriguing issue for researchers because of its
psychological, social, and commercial significance. People express their feelings directly or …

Current state of text sentiment analysis from opinion to emotion mining

A Yadollahi, AG Shahraki, OR Zaiane - ACM Computing Surveys (CSUR …, 2017 - dl.acm.org
Sentiment analysis from text consists of extracting information about opinions, sentiments,
and even emotions conveyed by writers towards topics of interest. It is often equated to …

A systematic review on sentiment analysis approaches

D Srivastava, VK Soni - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
With the rise of social media on the internet, one of the most important study fields is
sentiment analysis. Millions of people trade their thoughts, ideas, expressions, sentiments …