Academic Commons

Presentations (Communicative Events)

Reading the Markets: Forecasting Public Opinion of Political Candidates by News Analysis

Lerman, Kevin; Gilder, Ari; Dredze, Mark; Pereira, Fernando

Media reporting shapes public opinion which can in turn influence events, particularly in political elections, in which candidates both respond to and shape public perception of their campaigns. We use
computational linguistics to automatically predict the impact of news on public perception of political candidates. Our system uses daily newspaper articles to predict shifts in public opinion as reflected in prediction markets. We discuss various types of features designed for this problem. The news system improves market prediction over baseline market systems.



More About This Work

Academic Units
Computer Science
Published Here
May 1, 2013
Academic Commons provides global access to research and scholarship produced at Columbia University, Barnard College, Teachers College, Union Theological Seminary and Jewish Theological Seminary. Academic Commons is managed by the Columbia University Libraries.