Text to emotion extraction using supervised machine learning techniques

MA Azim, MH Bhuiyan - … Computing Electronics and Control), 2018 - telkomnika.uad.ac.id
Proliferation of internet and social media has greatly increased the popularity of text
communication. People convey their sentiment and emotion through text which promotes …

[图书][B] Sentiment analysis and opinion mining

B Liu - 2022 - books.google.com
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions,
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …

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 …

Classifying text-based emotions using logistic regression

FM Alotaibi - VAWKUM Transactions on Computer Sciences, 2019 - vfast.org
Emotion detection textual content is getting popular among individuals and business
companies to analyze user emotional reaction on the products they use. In this work …

Sentiment analysis: Automatically detecting valence, emotions, and other affectual states from text

SM Mohammad - Emotion measurement, 2021 - Elsevier
Recent advances in machine learning have led to computer systems that are humanlike in
behavior. Sentiment analysis, the automatic determination of emotions in text, is allowing us …

[PDF][PDF] A survey on sentence level sentiment analysis

VK Bongirwar - International Journal of Computer Science Trends …, 2015 - academia.edu
ABSTRACT Sentiment Analysis, also called Opinion Mining, is one of the most recent
research topics within the field of Information Processing. Textual information retrieval …

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 …

A literature review on text classification and sentiment analysis approaches

W Dawei, R Alfred, JH Obit, CK On - Computational Science and …, 2021 - Springer
Sentiment analysis is an important branch task of text classification and the related system
usually is applied to in perception of user emotion and public opinion monitoring. By …

[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 …

Emotion detection from social media using machine learning techniques: a survey

V Ahire, S Borse - … Processing Systems: Proceedings of ICCET 2021, 2022 - Springer
The work carried out in this paper is to overview and compare various sentiment analysis
methodologies and approaches in detail and also discuss the limitations of existing work …