The emergence of social media data and sentiment analysis in election prediction
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 …
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 …
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
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 …
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 …
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 …
straightforward and the prevailing view is overly optimistic. This is problematic because …
Predicting elections from social media: a three-country, three-method comparative study
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 …
social network approaches to predict the elections in three Asian countries–Malaysia, India …
Predicting political sentiments of voters from Twitter in multi-party contexts
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 …
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
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 …
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 …
domain through internet based text messages and images. Among popular social …
Online and social media data as an imperfect continuous panel survey
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 …
predict real world election outcomes. There is considerably less work, however, on using …