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Most Influential AAAI 2011 Paper · 2026-03 edition

Can Collective Sentiment Expressed On Twitter Predict Political Elections?

Jessica Elan Chung; Eni Mustafaraj

Venue
AAAI Conference on Artificial Intelligence (AAAI) 2011
Recognition
Most Influential AAAI 2011 Paper (Rank No. 13)
Edition
2026-03
Impact factor
4
Certificate ID
86c60b74cfe9433b

Abstract

Research examining the predictive power of social media (especially Twitter) displays conflicting results, particularly in the domain of political elections. This paper applies methods used in studies that have shown a direct correlation between volume/sentiment of Twitter chatter and future electoral results in a new dataset about political elections. We show that these methods display a series of shortcomings that make them inadequate for determining whether social media messages can predict the outcome of elections.

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