Network Analysis of Fake News Propagation on Social Media

Summer 2026:

Network Analysis of Fake News Propagation on Social Media: We are embedding our previously developed probability model for the propagation of fake news on social media into a network propagation framework.  We seek to understand the conditions causing untruthful or highly biased news to “cascade” through the network, and the influence such content has on population beliefs.  The work will involve experimental design, simulating the effect of policy interventions, and drawing conclusions.

Interested students should indicate in their application essay any relevant coursework.  Programming proficiency is a necessary skill; background or interest in operations research preferred.  This is applied research, so students should expect a fair number of computational tasks. However it is not just a coding project.

Student participation in this project is contingent on funding availability. The period of the research experience will be eight weeks, from May 18 - July 10 with federal holidays observed on May 26, June 19, and July 3.

Name of research group, project, or lab
MuddOR Lab (Prof. Martonosi)
Why join this research group or lab?

This is a great opportunity for students who want to learn how to use mathematical models to inform public policy.

Representative publication
Logistics Information:
Project categories
Computer Science
Mathematics
Operations Research
Statistical Modeling
Student ranks applicable
Sophomore
Junior
Senior
Student qualifications

- Programming proficiency in Python

- Willingness to learn a new language for mathematical optimization

- Comfort in R for data analysis

Time commitment
Summer - Full Time
Compensation
Paid Research
Number of openings
2
Techniques learned

- Sensitivity analysis

- Large scale computational testing for policy analysis

Project start
May 18, 2026
Contact Information:
Mentor
martonosi@hmc.edu
Professor of Mathematics
Name of project director or principal investigator
Susan Martonosi
Email address of project director or principal investigator
martonosi@g.hmc.edu
2 sp. | 0 appl.
Hours per week
Summer - Full Time
Project categories
Computer Science (+3)
Computer ScienceMathematicsOperations ResearchStatistical Modeling