network-diffusion

I discuss and demonstrate the impact of seed nodes selection on information diffusion in a network. I then show how insights obtained by data mining on a network can be integrated with a LLM - like Claude - by building connectors using the Model Context Protocol (MCP) architecture so that users can ask network related questions in natural language.

Hawkes Self-Exciting Point Process & Information Cascade Diffusion Engine. Continuous-time stochastic point-process optimizer modeling viral branching factors (η = α/β) and timing narrative releases to trigger compound organic cascades.