The emergence of social media data and sentiment analysis in election prediction

P Chauhan, N Sharma, G Sikka - Journal of Ambient Intelligence and …, 2021 - Springer
This work presents and assesses the power of various volumetric, sentiment, and social
network approaches to predict crucial decisions from online social media platforms. The …

What demographic attributes do our digital footprints reveal? A systematic review

J Hinds, AN Joinson - PloS one, 2018 - journals.plos.org
To what extent does our online activity reveal who we are? Recent research has
demonstrated that the digital traces left by individuals as they browse and interact with …

Most users do not follow political elites on Twitter; those who do show overwhelming preferences for ideological congruity

M Wojcieszak, A Casas, X Yu, J Nagler, JA Tucker - Science advances, 2022 - science.org
We offer comprehensive evidence of preferences for ideological congruity when people
engage with politicians, pundits, and news organizations on social media. Using 4 years of …

Birds of the same feather tweet together: Bayesian ideal point estimation using Twitter data

P Barberá - Political analysis, 2015 - cambridge.org
Politicians and citizens increasingly engage in political conversations on social media
outlets such as Twitter. In this article, I show that the structure of the social networks in which …

A meta-analysis of state-of-the-art electoral prediction from Twitter data

D Gayo-Avello - Social Science Computer Review, 2013 - journals.sagepub.com
Electoral prediction from Twitter data is an appealing research topic. It seems relatively
straightforward and the prevailing view is overly optimistic. This is problematic because …

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 …

Predicting political sentiments of voters from Twitter in multi-party contexts

A Khatua, A Khatua, E Cambria - Applied Soft Computing, 2020 - Elsevier
Prior Twitter-based electoral research has mostly ignored multi-party contexts and 'mix
tweets' that jointly mention more than one party. Hence, we investigate the complex nature of …

Mining public opinion about economic issues: Twitter and the us presidential election

A Karami, LS Bennett, X He - International Journal of Strategic …, 2018 - igi-global.com
Opinion polls have been the bridge between public opinion and politicians in elections.
However, developing surveys to disclose people's feedback with respect to economic issues …

Influence factor based opinion mining of Twitter data using supervised learning

M Anjaria, RMR Guddeti - 2014 sixth international conference …, 2014 - ieeexplore.ieee.org
Social Networking portals have been widely used for expressing opinions in the public
domain through internet based text messages and images. Among popular social …

Online and social media data as an imperfect continuous panel survey

F Diaz, M Gamon, JM Hofman, E Kıcıman… - PloS one, 2016 - journals.plos.org
There is a large body of research on utilizing online activity as a survey of political opinion to
predict real world election outcomes. There is considerably less work, however, on using …