How to find best fuzzy match for a string in a large string database

Question

I have a database of strings (arbitrary length) which holds more than one million items (potentially more).

I need to compare a user-provided string against the whol

Answer 1

This paper seems to describe exactly what you want.

Lucene (http://lucene.apache.org/) also implements Levenshtein edit distance.