Automating Political Bias Prediction

Italian Political Communication and Gender Bias: Press Representations of Men/Women Presidents of the Houses of Parliament (1979, 1994, and 2013)

The study considers mass media communication as intertwined with social norms, as assumed by the perspective of social representations. It explores the Italian press communication by focusing on three pairs of men and women politicians with different political orientations and all serving as presidents of the Houses of Parliament in three legislatures. The article concentrates on five newspaper...

Gender Bias in Employment Contexts: A Closer Examination of the Role Incongruity Principle

This research extends the role incongruity analysis of employment-related gender bias by investigating the role of dispositional and situational antecedents, specifically political ideology and the salience of cues to the traditional female gender role. The prediction that conservatives would show an anti-female candidate bias and liberals would show a pro-female bias when the traditional femal...

Predicting Political Orientation of News Articles Based on User Behavior Analysis in Social Network

News articles usually represent a biased viewpoint on contentious issues, potentially causing social problems. To mitigate this media bias, we propose a novel framework for predicting orientation of a news article by analyzing social user behaviors in Twitter. Highly active users tend to have consistent behavior patterns in social network by retweeting behavior among users with the same viewpoi...

Machine Learning-Based Content Analysis Automating the analysis of frames and agendas in political communication research

Modeling of Political Discourse Framing on Twitter

Framing is a political strategy in which politicians carefully word their statements in order to control public perception and discussion of current issues. Previous works exploring political framing have focused on analysis of frames in longer texts, such as newspaper articles, or tweets relevant to specific events. We present the first in-depth analysis of issueindependent framing for politic...