[jira] [Updated] (SOLR-9418) Statistical Phrase Identifier

["Trey Grainger (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/SOLR-9418?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Trey Grainger updated SOLR-9418:
--------------------------------
    Summary: Statistical Phrase Identifier  (was: Probabilistic-Query-Parser RequestHandler)

> Statistical Phrase Identifier
> -----------------------------
>
>                 Key: SOLR-9418
>                 URL: https://issues.apache.org/jira/browse/SOLR-9418
>             Project: Solr
>          Issue Type: New Feature
>      Security Level: Public(Default Security Level. Issues are Public) 
>            Reporter: Akash Mehta
>            Priority: Major
>         Attachments: SOLR-9418.zip
>
>
> The main aim of this requestHandler is to get the best parsing for a given query. This basically means recognizing different phrases within the query. We need some kind of training data to generate these phrases. The way this project works is:
> 1.)Generate all possible parsings for the given query
> 2.)For each possible parsing, a naive-bayes like score is calculated.
> 3.)The main scoring is done by going through all the documents in the training set and finding the probability of bunch of words occurring together as a phrase as compared to them occurring randomly in the same document. Then the score is normalized. Some higher importance is given to the title field as compared to content field which is configurable.
> 4.)Finally after scoring each of the possible parsing, the one with the highest score is returned.



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