Election prediction on twitter: a systematic mapping study

A Khan, H Zhang, N Boudjellal, A Ahmad, J Shang… - …, 2021 - Wiley Online Library
Context. Social media platforms such as Facebook and Twitter carry a big load of people's
opinions about politics and leaders, which makes them a good source of information for …

Twitter-based election prediction in the developing world

N Dwi Prasetyo, C Hauff - Proceedings of the 26th ACM Conference on …, 2015 - dl.acm.org
Elections are the main instrument of democracy. Citizens decide which entity or entities (a
political party or a particular politician) should represent them. Traditionally, pre-election …

Application of Twitter sentiment analysis in election prediction: a case study of 2019 Indian general election

P Chauhan, N Sharma, G Sikka - Social Network Analysis and Mining, 2023 - Springer
Everyone must have experienced a huge collection of political content on their social media
account's home page during election time. Most of the users are busy in liking, sharing, and …

On the frontiers of Twitter data and sentiment analysis in election prediction: a review

Q Alvi, SF Ali, SB Ahmed, NA Khan, M Javed… - PeerJ Computer …, 2023 - peerj.com
Election prediction using sentiment analysis is a rapidly growing field that utilizes natural
language processing and machine learning techniques to predict the outcome of political …

Lexicon-based Twitter sentiment analysis for vote share prediction using emoji and N-gram features

B Bansal, S Srivastava - International Journal of Web …, 2019 - inderscienceonline.com
Recently, Twitter sentiment analysis (TSA) has been successfully employed to monitor and
forecast elections in many studies. However, most of the existing studies rely on extracting …

Predicting election results from twitter using machine learning algorithms

Y Sucharitha, Y Vijayalata… - Recent Advances in …, 2021 - ingentaconnect.com
Introduction: In the present scenario, the social media network plays a significant role in
sharing information between individuals. This incorporates information about news and …

Can we forecast presidential election using twitter data? an integrative modelling approach

R Liu, X Yao, C Guo, X Wei - Annals of GIS, 2021 - Taylor & Francis
Forecasting political elections has attracted a lot of attention. Traditional election forecasting
models in political science generally take preference in poll surveys and economic growth at …

An empirical study on potential and risks of twitter data for predicting election outcomes

AM Koli, M Ahmed, J Manhas - … Trends in Expert Applications and Security …, 2019 - Springer
Twitter is an online news and person-to-person communication website, where users can
post their thoughts and emotions as tweets concerning an issue, actuality, choice, and so on …

Predicting elections from social media: a three-country, three-method comparative study

K Jaidka, S Ahmed, M Skoric… - Asian Journal of …, 2019 - Taylor & Francis
This study introduces and evaluates the robustness of different volumetric, sentiment, and
social network approaches to predict the elections in three Asian countries–Malaysia, India …

On predicting elections with hybrid topic based sentiment analysis of tweets

B Bansal, S Srivastava - Procedia Computer Science, 2018 - Elsevier
Twitter sentiment analysis is quick and inexpensive way for real-time election monitoring
and modern day election predictions. Recent research relies on explicit mining of public …