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Social and Information - SNAP - Stanford University

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1) R<strong>and</strong>omly pick blog to<br />

infect, infect add to cascade. cascade<br />

1<br />

B1 1 B2 1 3<br />

B 3<br />

1<br />

B 4<br />

3) Add infected neighbors<br />

to cascade.<br />

1<br />

B1 1 B2 1 3<br />

B 3<br />

1<br />

B 4<br />

2<br />

2<br />

B 1<br />

2) Infect each in‐linked<br />

neighbor with probability <br />

1<br />

B1 1 B2 1 3<br />

B 3<br />

1<br />

B 4<br />

2<br />

4) Set node infected in (i) to<br />

uninfected.<br />

1<br />

B1 1 B2 B 1 B 1<br />

B4 B4 1 B3 B 3<br />

4<br />

10/27/2009 Jure Leskovec, <strong>Stanford</strong> CS322: Network Analysis<br />

45<br />

1<br />

2<br />

B 1

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