Abstract
This investigation will provide new perspectives to address digital misinformation on Facebook by focusing on the following question: How can we establish differences between mainstream and misleading sources of online news? We will empirically investigate misleading online news sources to develop a deep understanding of their behavior on Facebook along the following threads: topical and writing-style differences from mainstream sources, user engagement distinctions, and the corresponding temporal changes. This inquiry is expected to be transformative. First, through large-scale quantitative explorations, this work stands to contribute to computational social science by laying bare the differences between mainstream and fabricated news sources. Second, by investigating features of online news sources and understanding how people interact with news sources with varying levels of credibility, this work is poised to contribute novel results for improving news literacy among citizens.
Principal Investigator
Tanushree Mitra
Assistant Professor of Computer Science, Virginia Tech
Participants
Md Momen Bhuiyan
PhD Student, Virginia Tech
Shruti Phadke
PhD Student, Virginia Tech
Prerna Juneja
PhD Student, Virginia Tech