Excellent.  Thanks was exactly what I needed.  Thanks Andrzej.

Dennis

Andrzej Bialecki wrote:
Dennis Kubes wrote:
Does anybody know how to efficiently (non-exponentially) walk a web graph to detect cycles. This would be very useful in identifying spammy webpage and tight knit communities.

I have a program that I will be releasing soon that does the detection through converting a webgraph into a tree and walking the tree nodes, but it is exponential in terms of intermediate map reduce output and computation.

Perhaps this could be helpful:

* http://www.cs.berkeley.edu/~kamil/teaching/sp03/041403.pdf see the last section.

* http://citeseer.ist.psu.edu/395003.html

* http://en.wikipedia.org/wiki/Cycle_detection


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