Analyzing Signed Networks: Insights from Multiscale Structural Balance Theory and Dynamics in High School Social Relations

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Abstract

This presentation delves into the rich landscape of signed networks, approaching the intricate positive and negative relationships that shape social dynamics, including phenomena like polarization and evolving social ties. Offering a dual perspective on theory and dynamics, the first part of the talk will focus on the theoretical complexities of polarization, introducing the “Multiscale Semiwalk Balance” approach. This methodology addresses computational challenges, providing scalable insights into balance degrees within real-world social systems. Shifting the lens, the second part of the talk will discuss navigating through the dynamics of high school social relations, investigating the interplay of Structural Balance (SB) and stochastic mechanisms. A continuous time model, integrating cognitive constraints, is presented to faithfully replicate observed network dynamics. This talk bridges theoretical nuances and practical applications, shedding light on key aspects of signed networks and their implications for social relations.

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