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There are a number of interesting titles in
http://www.citeulike.org/user/creswick/tag/string_matching
for string matching and suffix trees.
See also http://en.wikipedia.org/wiki/Suffix_tree
and note PERL bindings:
http://search.cpan.org/~gray/Tree-Suffix-0.20/
I am unable to see, at this time, just how these might be used for document clustering as is suggested in