Greg Ver Steeg will present a talk on “Information Theoretic Tools for Social Media” at the Santa Fe Institute, 1399 Hyde Park Road in Santa Fe.
Monday, Dec. 10 • 12:15 p.m. • Medium Conference Room
Abstract: Information theory provides a powerful set of tools for discovering relationships among variables with minimal assumptions. Social media platforms provide a rich source of information than can include temporal, spatial, textual and network information.
What are the interesting information theoretic measures for social media and how can we estimate these quantities? I will discuss how measures like information transfer can be used to quantify how predictive some variables are, e.g., how well one user’s activity can predict another’s.
I will also discuss techniques for estimating entropies even when the data are sparse, as is the case for spatio-temporal events, or very high-dimensional, as is the case for textual information.
Note: We are unable to accommodate members of the public for SFI’s limited lunch service; you’re welcome to bring your own.
SFI Host: Cris Moore
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The Santa Fe Institute is a nonprofit research center located in Santa Fe, New Mexico. Its scientists collaborate across disciplines to understand the complex systems that underlie critical questions for science and humanity. The Institute is supported by philanthropic individuals and foundations, forward-thinking partner companies, and government science agencies.