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https://issues.apache.org/jira/browse/LUCENE-4208?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13451462#comment-13451462
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David Smiley commented on LUCENE-4208:
--------------------------------------

I have some in-progress code I need to finish, then post as a patch.  

I think the most important thing is for the strategies to expose the distance 
as a ValueSource.  This is the case currently with PrefixTreeStrategy and 
TwoDoublesStrategy.  With this, you can do what you want -- inverse reciprocal 
distance or whatever.  By default, I'd like a Query's score to be something 
like that and this is what this issue is about, but even without it you could 
do something like:
{code}
new FilteredQuery(new FunctionQuery(myValueSource), 
spatialStrategy.makeFilter(...))
{code}
                
> Spatial distance relevancy should use score of 1/distance
> ---------------------------------------------------------
>
>                 Key: LUCENE-4208
>                 URL: https://issues.apache.org/jira/browse/LUCENE-4208
>             Project: Lucene - Core
>          Issue Type: New Feature
>          Components: modules/spatial
>            Reporter: David Smiley
>             Fix For: 4.0
>
>
> The SpatialStrategy.makeQuery() at the moment uses the distance as the score 
> (although some strategies -- TwoDoubles if I recall might not do anything 
> which would be a bug).  The distance is a poor value to use as the score 
> because the score should be related to relevancy, and the distance itself is 
> inversely related to that.  A score of 1/distance would be nice.  Another 
> alternative is earthCircumference/2 - distance, although I like 1/distance 
> better.  Maybe use a different constant than 1.
> Credit: this is Chris Male's idea.

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