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https://issues.apache.org/jira/browse/LUCENE-5354?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13865659#comment-13865659
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Michael McCandless commented on LUCENE-5354:
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New patch looks great, thanks Remi!
I'm worried about how costly iterating over term vectors is going to be ... are
you planning to run the performance test? If not, I can.
It might be better to open up a protected method to convert the smallest
position to the coefficient? The default impl can do the switch based on the
BlenderType enum... but apps may want to control how the score is "boosted" by
position.
> Blended score in AnalyzingInfixSuggester
> ----------------------------------------
>
> Key: LUCENE-5354
> URL: https://issues.apache.org/jira/browse/LUCENE-5354
> Project: Lucene - Core
> Issue Type: Improvement
> Components: modules/spellchecker
> Affects Versions: 4.4
> Reporter: Remi Melisson
> Priority: Minor
> Labels: suggester
> Attachments: LUCENE-5354.patch, LUCENE-5354_2.patch
>
>
> I'm working on a custom suggester derived from the AnalyzingInfix. I require
> what is called a "blended score" (//TODO ln.399 in AnalyzingInfixSuggester)
> to transform the suggestion weights depending on the position of the searched
> term(s) in the text.
> Right now, I'm using an easy solution :
> If I want 10 suggestions, then I search against the current ordered index for
> the 100 first results and transform the weight :
> bq. a) by using the term position in the text (found with TermVector and
> DocsAndPositionsEnum)
> or
> bq. b) by multiplying the weight by the score of a SpanQuery that I add when
> searching
> and return the updated 10 most weighted suggestions.
> Since we usually don't need to suggest so many things, the bigger search +
> rescoring overhead is not so significant but I agree that this is not the
> most elegant solution.
> We could include this factor (here the position of the term) directly into
> the index.
> So, I can contribute to this if you think it's worth adding it.
> Do you think I should tweak AnalyzingInfixSuggester, subclass it or create a
> dedicated class ?
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