The implement of Independent Cascade Model, with different seeds selection algorithms.
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Sep 2, 2022 - Python
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independent-cascade-model
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An analysis on the cascading behavior between Taiwanese Instagram food bloggers, based on Asynchronous Independent Cascade Model (AsIC) and Influence Maximization Model.
instagram asic social-networks social-network instagram-scraper social-network-analysis social-network-graph influence-maximization information-diffusion asynchronous-independent-cascade-model asynchronous-independent-cascade influence-cascade independent-cascade-model asic-model
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Jun 2, 2023 - Python
A GPU-accelerated generator of a dataset with actors' spreading potentials in multilayer networks under Independent Cascade Model
network-science multilayer-networks pytorch-implementation independent-cascade-model influence-maximisation
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Nov 19, 2025 - Python
Exploring Diffusion Models on my network of friends.
graph social-network networkx social-network-analysis independent-cascade-model information-difussion
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Aug 14, 2024 - Python
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.
mcp betweenness-centrality network-diffusion graph-propagation-algorithm information-diffusion degree-centrality greedy-hill-climbing independent-cascade-model mcp-server
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Mar 8, 2026 - Python
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