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Posted to dev@lucene.apache.org by "Mark Harwood (JIRA)" <ji...@apache.org> on 2015/08/19 18:15:46 UTC
[jira] [Updated] (LUCENE-6747) FingerprintFilter - a TokenFilter
for clustering/linking purposes
[ https://issues.apache.org/jira/browse/LUCENE-6747?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Mark Harwood updated LUCENE-6747:
---------------------------------
Attachment: fingerprintv1.patch
Proposed implementation and test
> FingerprintFilter - a TokenFilter for clustering/linking purposes
> -----------------------------------------------------------------
>
> Key: LUCENE-6747
> URL: https://issues.apache.org/jira/browse/LUCENE-6747
> Project: Lucene - Core
> Issue Type: New Feature
> Components: modules/analysis
> Reporter: Mark Harwood
> Priority: Minor
> Attachments: fingerprintv1.patch
>
>
> A TokenFilter that emits a single token which is a sorted, de-duplicated set of the input tokens.
> This approach to normalizing text is used in tools like OpenRefine[1] and elsewhere [2] to help in clustering or linking texts.
> The implementation proposed here has a an upper limit on the size of the combined token which is output.
> [1] https://github.com/OpenRefine/OpenRefine/wiki/Clustering-In-Depth
> [2] https://rajmak.wordpress.com/2013/04/27/clustering-text-map-reduce-in-python/
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