Detection of emotion by text analysis using machine learning

K Machová, M Szabóova, J Paralič, J Mičko - Frontiers in Psychology, 2023 - frontiersin.org
Emotions are an integral part of human life. We know many different definitions of emotions.
They are most often defined as a complex pattern of reactions, and they could be confused …

Text-Based Emotion Detection and Applications: A Literature Review

MN Alrasheedy, RC Muniyandi… - … Conference on Cyber …, 2022 - ieeexplore.ieee.org
Emotion Detection is the sentiment analysis process used to extract emotions from the text
that best represent the author's mental state. In recent years, the emotion detection domain …

[PDF][PDF] Emotion detection from text: A survey

L Canales, P Martínez-Barco - Proceedings of the workshop on …, 2014 - aclanthology.org
This survey describes recent works in the field of Emotion Detection from text, being a part of
the broader area of Affective Computing. This survey has been inspired on the well-known …

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 detection state of the art

H Binali, V Potdar - Proceedings of the CUBE International Information …, 2012 - dl.acm.org
Emotion recognition and analysis has been extensively researched in neuroscience,
psychology, cognitive science and computer science. In the absence of verbal and facial …

Emotion detection in text: a review

A Seyeditabari, N Tabari, W Zadrozny - arXiv preprint arXiv:1806.00674, 2018 - arxiv.org
In recent years, emotion detection in text has become more popular due to its vast potential
applications in marketing, political science, psychology, human-computer interaction …

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 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 learning based emotion classifier with semantic text processing

V Anusha, B Sandhya - Advances in intelligent informatics, 2015 - Springer
In this modern era, we depend more and more on machines for day to day activities.
However, there is a huge gap between computer and human in emotional thinking, which is …

Recognizing emotions in text

S Aman - 2007 - ruor.uottawa.ca
People express emotions as part of everyday communication. Emotions can be judged by a
combination of cues such as facial expressions, prosodies, gestures, and actions. Emotions …