Calculating similarites between sentences

Posted by codecreator on Stack Overflow See other posts from Stack Overflow or by codecreator
Published on 2010-12-27T17:48:45Z Indexed on 2010/12/27 17:54 UTC
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algorithm

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error

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distance

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edit

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string-similarity

I have datbase with thousands of rows of error logs and their description.This error log is for an application that running 24/7. I want to create a dashboard/UI to view the current common errors happening for prodcution support.

The problem I am having is that even though there are lot of common errors, the error description differs by the transcation ID or user ID or things that are unique for that sigle prcoess.

e.g Error trasaction XYz failed for user 233 e.g 2. Error trasaction XYz failed for user 567

I consider these two erros to be same. So I want to a program that will go through the new error logs and classify them into groups. I am trying to use "edit distance" but its very slow.Since I alraedy have old error logs, i am trying to think of solutions using that information too. Any thoughts?

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