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Slides - SNAP - Stanford University

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How do we reason about networks<br />

Empirical: look at large networks and see what you<br />

find<br />

Mathematical models: models probabilistic probabilistic, graph theory<br />

Algorithms for analyzing graphs<br />

What do we e hope to achieve achie e from models of<br />

networks?<br />

Patterns and statistical properties p p of network data<br />

Design principles and models<br />

Understand why networks are organized the way they<br />

are (predict behavior of networked systems)<br />

9/20/2010 Jure Leskovec, <strong>Stanford</strong> CS224W: Social and Information Network Analysis 3

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