Linear Threshold Model and Simulation on Random Graphs

Network Science
R
Shiny App

Curious about how a single idea can ripple through a network, sparking trends and shaping behaviors? The Linear Threshold Model (LTM) explores how influence spreads through networks, mapping out how individuals adopt new ideas based on their friends’ choices.

Published

May 3, 2024

Explore the project website here—and don’t hesitate to reach out with any questions, ideas, or just to chat about it!

This independent project involves an in-depth exploration and implementation of the Linear Threshold Model (LTM), a key framework in social network analysis and influence propagation. The model predicts how behaviors, ideas, or information spread through networks based on individual thresholds influenced by peers. The project includes theoretical foundations, simulation techniques using Shiny App, and visualizations to illustrate propagation dynamics in complex networks.

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