A systematic review of predicting elections based on social media data: research challenges and future directions

KDS Brito, RLC Silva Filho… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The way politicians communicate with the electorate and run electoral campaigns was
reshaped by the emergence and popularization of contemporary social media (SM), such as …

Estimating ideology and polarization in European countries using Facebook data

F Caravaca, J González-Cabañas, Á Cuevas… - EPJ Data …, 2022 - epjds.epj.org
Researchers have studied political ideology and polarization in many different contexts
since their effects are usually closely related to aspects and actions of individuals and …

Social media and presidential campaigns–preliminary results of the 2018 Brazilian presidential election

K Brito, N Paula, M Fernandes, S Meira - Proceedings of the 20th annual …, 2019 - dl.acm.org
The use of social media within modern political activities is a new phenomenon that
reshapes election races and the way in which politicians communicate with voters. During …

[PDF][PDF] Forecasting Elections in Latin America: an Overview

MC Ratto, MS Lewis-Beck, É Bélanger - 2022 - gredos.usal.es
Before every election, politicians, pundits, political scientists, commentators, and ordinary
citizens try to predict who will win. In recent years, the spread of public opinion polls and the …

[HTML][HTML] De la hegemonía digital a la derrota electoral: majority illusion en el plebiscito constitucional chileno

P Santander, C Elórtegui-Gómez, H Allende-Cid… - Cuadernos …, 2022 - SciELO Chile
Este artículo analiza la campaña digital que los partidarios de una nueva Constitución para
Chile y los defensores de la elaborada durante la dictadura de Pinochet protagonizaron en …

Analyzing social media, analyzing the social? A methodological discussion about the demoscopic and predictive potential of social media

P Santander, R Alfaro, H Allende-Cid, C Elórtegui… - Quality & Quantity, 2020 - Springer
The impact of computational technologies and the worldwide use of Internet entails a
theoretical and methodological challenge for social scientists, considering the purpose of …

[HTML][HTML] The electoral success of social media losers: a study on the usage and influence of Twitter in times of elections in Paraguay

J Saldivar, C Parra, M Laconich, L Cernuzzi - SN Social Sciences, 2022 - Springer
In recent years, social media has become increasingly relevant in democratic decision-
making processes, such as referendums or elections. Recent investigations have raised the …

Twitter Sentiment Analysis Towards Candidates of the 2024 Indonesian Presidential Election

R Cahyanti, DN Maftuhah, AB Santoso… - Jurnal RESTI (Rekayasa …, 2024 - jurnal.iaii.or.id
Long before the elections were held, the topic related to elections was widely discussed on
news portals and social media, including Twitter. A few studies related to the Indonesian …

[HTML][HTML] The impact of candidates' profile and campaign decisions in electoral results: A data analytics approach

C Campos-Valdés, E Álvarez-Miranda… - Mathematics, 2021 - mdpi.com
In recent years, a wide range of techniques has been developed to predict electoral results
and to measure the influence of different factors in these results. In this paper, we analyze …

Supervised Machine Learning Entity Sentiment Analysis: Prediction of Support for 2024 Indonesian Presidential Candidates.

A Fauzi, JB Butar, I Budi, A Ramadiah… - Revue d' …, 2024 - search.ebscohost.com
The date of February 14, 2024, will mark a historic day for the nation of Indonesia, as it is
scheduled to hold the Presidential election [1]. The Presidential Election is a political event …