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Posted to issues@hive.apache.org by "Nishant Kelkar (JIRA)" <ji...@apache.org> on 2015/06/24 13:21:05 UTC
[jira] [Updated] (HIVE-9557) create UDF to measure strings
similarity using Cosine Similarity algo
[ https://issues.apache.org/jira/browse/HIVE-9557?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Nishant Kelkar updated HIVE-9557:
---------------------------------
Attachment: udf_cosine_similarity-v01.patch
> create UDF to measure strings similarity using Cosine Similarity algo
> ---------------------------------------------------------------------
>
> Key: HIVE-9557
> URL: https://issues.apache.org/jira/browse/HIVE-9557
> Project: Hive
> Issue Type: Improvement
> Components: UDF
> Reporter: Alexander Pivovarov
> Assignee: Nishant Kelkar
> Labels: CosineSimilarity, SimilarityMetric, UDF
> Attachments: udf_cosine_similarity-v01.patch
>
>
> algo description http://en.wikipedia.org/wiki/Cosine_similarity
> {code}
> --one word different, total 2 words
> str_sim_cosine('Test String1', 'Test String2') = (2 - 1) / 2 = 0.5f
> {code}
> reference implementation:
> https://github.com/Simmetrics/simmetrics/blob/master/src/uk/ac/shef/wit/simmetrics/similaritymetrics/CosineSimilarity.java
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