TU Berlin Deutsche Telekom Lab. Flash Floods and Ripples:. Meeyoung Cha. Juan A. Navarro Max Planck Institute for Software Systems (MPI-SWS). Hamed Haddadi. The Spread of Media Content through the Blogosphere . ICWSM Data Challenge 2009. Motivation. How does content spread in blogs?
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Flash Floods and Ripples:
Juan A. Navarro
Max Planck Institute for Software Systems (MPI-SWS)
Hamed HaddadiThe Spread of Media Content through the Blogosphere
ICWSM Data Challenge 2009
How does content spread in blogs?
What kinds of content are shared?
Links tomedia content
Links toother blogs
Directed network of 85,013 nodes and 129,079 edges
[ 73% of blogs in the largest connected component ]
Average node degree 1.5
Power-law degree distribution
6% of links are reciprocal
35% of links cross blog domains
7% of links cross language boundaries
Network structure is more sparse than social networks
Density = Ratio of observed links, out of all possible links
Popular sharing of user-generated content
We downloaded metadata of top 10,000 videos
Blogs linking the same video are connected
= Diffusion through the blogosphere
McCain’s political campaignlinked by 79 blogs