Election forecasts with Twitter: How 140 characters reflect the political landscape
A Tumasjan, TO Sprenger… - Social science …, 2011 - journals.sagepub.com
This study investigates whether microblogging messages on Twitter validly mirror the
political landscape off-line and can be used to predict election results. In the context of the …
political landscape off-line and can be used to predict election results. In the context of the …
Social media big data and capital markets—An overview
J Bukovina - Journal of Behavioral and Experimental Finance, 2016 - Elsevier
A growing body of research and practical applications employ social media data as the
proxy for a complex behavior of a society. This paper provides an overview of academic …
proxy for a complex behavior of a society. This paper provides an overview of academic …
Predicting elections with twitter: What 140 characters reveal about political sentiment
A Tumasjan, T Sprenger, P Sandner… - Proceedings of the …, 2010 - ojs.aaai.org
Twitter is a microblogging website where users read and write millions of short messages on
a variety of topics every day. This study uses the context of the German federal election to …
a variety of topics every day. This study uses the context of the German federal election to …
Political communication and influence through microblogging--An empirical analysis of sentiment in Twitter messages and retweet behavior
S Stieglitz, L Dang-Xuan - 2012 45th Hawaii international …, 2012 - ieeexplore.ieee.org
Microblogging services such as Twitter are said to have the potential for increasing political
participation. Given the feature of'retweeting'as a simple yet powerful mechanism for …
participation. Given the feature of'retweeting'as a simple yet powerful mechanism for …
Sentiment analysis of twitter audiences: Measuring the positive or negative influence of popular twitterers
Y Bae, H Lee - Journal of the American Society for Information …, 2012 - Wiley Online Library
Twitter is a popular microblogging service that is used to read and write millions of short
messages on any topic within a 140‐character limit. Popular or influential users tweet their …
messages on any topic within a 140‐character limit. Popular or influential users tweet their …
Valence-based homophily on Twitter: Network analysis of emotions and political talk in the 2012 presidential election
This study integrates network and content analyses to examine valence-based homophily
on Twitter or the tendency for individuals to interact with those expressing similar valence …
on Twitter or the tendency for individuals to interact with those expressing similar valence …
Classifying party affiliation from political speech
In this article, we discuss the design of party classifiers for Congressional speech data. We
then examine these party classifiers' person-dependency and time-dependency. We found …
then examine these party classifiers' person-dependency and time-dependency. We found …
Language and ideology in Congress
Legislative speech records from the 101st to 108th Congresses of the US Senate are
analysed to study political ideologies. A widely-used text classification algorithm–Support …
analysed to study political ideologies. A widely-used text classification algorithm–Support …
Don't turn social media into another'Literary Digest'poll
D Gayo-Avello - Communications of the ACM, 2011 - dl.acm.org
Don't turn social media into another 'Literary Digest' poll Page 1 121
communications of the acm | october 2011 | vol. 54 | no. 10 contributed articles Content …
communications of the acm | october 2011 | vol. 54 | no. 10 contributed articles Content …
Twitter and elections: are tweets, predictive, reactive, or a form of buzz?
D Murthy - Information, Communication & Society, 2015 - Taylor & Francis
The popular microblogging social media platform Twitter has been prominently covered in
the press for its perceived role in activism, disaster recovery, and elections amongst other …
the press for its perceived role in activism, disaster recovery, and elections amongst other …