Real-time text classification of user-generated content on social media: Systematic review

D Rogers, A Preece, M Innes… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The aim of this systematic review is to determine the current state of the art in the real-time
classification of user-generated content from social media. Focus is on the identification of …

Opinion mining and information fusion: a survey

JA Balazs, JD Velásquez - Information Fusion, 2016 - Elsevier
Abstract Interest in Opinion Mining has been growing steadily in the last years, mainly
because of its great number of applications and the scientific challenge it poses …

Sentiment analysis on indian indigenous languages: a review on multilingual opinion mining

SR Shah, A Kaushik - arXiv preprint arXiv:1911.12848, 2019 - arxiv.org
An increase in the use of smartphones has laid to the use of the internet and social media
platforms. The most commonly used social media platforms are Twitter, Facebook …

A survey of semantic analysis approaches

SA Salloum, R Khan, K Shaalan - Proceedings of the International …, 2020 - Springer
Abstract Semantics is a branch of linguistics, which aims to investigate the meaning of
language. Semantics deals with the meaning of sentences and words as fundamentals in …

Supervised sentiment analysis in multilingual environments

D Vilares, MA Alonso, C Gómez-Rodríguez - Information Processing & …, 2017 - Elsevier
This article tackles the problem of performing multilingual polarity classification on Twitter,
comparing three techniques:(1) a multilingual model trained on a multilingual dataset …

BabelSenticNet: A commonsense reasoning framework for multilingual sentiment analysis

D Vilares, H Peng, R Satapathy… - 2018 IEEE symposium …, 2018 - ieeexplore.ieee.org
SenticNet is a concept-level knowledge base used to develop commonsense reasoning
algorithms for sentiment analysis tasks. One of the challenges that this resource must …

Universal, unsupervised (rule-based), uncovered sentiment analysis

D Vilares, C Gómez-Rodríguez, MA Alonso - Knowledge-Based Systems, 2017 - Elsevier
We present a novel unsupervised approach for multilingual sentiment analysis driven by
compositional syntax-based rules. On the one hand, we exploit some of the main …

Sinhala sentiment analysis using corpus based sentiment lexicon

PDT Chathuranga, SAS Lorensuhewa… - … on advances in ICT …, 2019 - ieeexplore.ieee.org
Sentiment analysis has become a much needed natural language processing technique as
the usages of sentiment analysis based tools are getting popular. With sufficient amount of …

Do social media create revolutions? Using Twitter sentiment analysis for predicting the Maidan Revolution in Ukraine

I Sabatovych - Global Media and Communication, 2019 - journals.sagepub.com
A wide variety of social media platforms have become integral to contemporary forms of
social engagement, including mass protests. Twitter is considered specifically indicative of …

Applying machine learning techniques for performing comparative opinion mining

U Younis, MZ Asghar, A Khan, A Khan, J Iqbal… - Open Computer …, 2020 - degruyter.com
In recent times, comparative opinion mining applications have attracted both individuals and
business organizations to compare the strengths and weakness of products. Prior works on …