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Date: Fri, 30 Sep 2011 12:47:46 +0000 (UTC)
From: "sebastian L. (Issue Comment Edited) (JIRA)" <jira@apache.org>
To: dev@lucene.apache.org
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Subject: [jira] [Issue Comment Edited] (LUCENE-3440) FastVectorHighlighter:
 IDF-weighted terms for ordered fragments
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    [ https://issues.apache.org/jira/browse/LUCENE-3440?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13118023#comment-13118023 ] 

sebastian L. edited comment on LUCENE-3440 at 9/30/11 12:46 PM:
----------------------------------------------------------------

WeightOrderFragmentsBuilder_table01.html:
A one-word-query for *testament*. Obviously, the _sum-of-distinct-weights_-approach makes no difference to the existing one.

||Terms in fragment||totalWeight||totalBoost||
|testament testament|{color:blue}1.8171139{color}|{color:blue}2.0{color}|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|

----

WeightOrderFragmentsBuilder_table02.html:
A more-word-query for *das alte testament*. Obviously, the _sum-of-boosts_-approach scores *das das das das* higher than *das alte testament*.

||Terms in fragment||totalWeight||totalBoost||
|das alte testament|{color:blue}5.799069{color}|3.0|
|das alte testament|5.799069|3.0|
|das testament alte|5.799069|3.0|
|das alte testament|5.799069|3.0|
|das testament|2.9178061|2.0|
|das alte|2.9178061|2.0|
|testament testament|1.8171139|2.0|
|das das das das|1.5566137|{color:red}4.0{color}| 
|das das das|1.348067|3.0|
|alte|1.2848935|1.0|
|alte|1.2848935|1.0|
|das das|1.100692|2.0|
|das das|1.100692|2.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|

----
Awesome table-formatting!
                
      was (Author: mdz-munich):
    WeightOrderFragmentsBuilder_table01.html:
A one-word-query for *testament*. Obviously, the _sum-of-distinct-weights_-approach makes no difference to the existing one.

||Terms in fragment||totalWeight||totalBoost||
|testament testament|{color:blue}1.8171139{color}|{color:blue}2.0{color}|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|
|testament|1.2848935|1.0|

----

WeightOrderFragmentsBuilder_table02.html:
A more-word-query for *das alte testament*. Obviously, the _sum-of-boosts_-approach scores "das das das das" higher than "das alte testament". 

||Terms in fragment||totalWeight||totalBoost||
|das alte testament|{color:blue}5.799069{color}|3.0|
|das alte testament|5.799069|3.0|
|das testament alte|5.799069|3.0|
|das alte testament|5.799069|3.0|
|das testament|2.9178061|2.0|
|das alte|2.9178061|2.0|
|testament testament|1.8171139|2.0|
|das das das das|1.5566137|{color:red}4.0{color}| 
|das das das|1.348067|3.0|
|alte|1.2848935|1.0|
|alte|1.2848935|1.0|
|das das|1.100692|2.0|
|das das|1.100692|2.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|
|das|0.77830684|1.0|

----
Awesome table-formatting!
                  
> FastVectorHighlighter: IDF-weighted terms for ordered fragments 
> ----------------------------------------------------------------
>
>                 Key: LUCENE-3440
>                 URL: https://issues.apache.org/jira/browse/LUCENE-3440
>             Project: Lucene - Java
>          Issue Type: Improvement
>          Components: modules/highlighter
>    Affects Versions: 3.5, 4.0
>            Reporter: sebastian L.
>            Priority: Minor
>              Labels: FastVectorHighlighter
>             Fix For: 3.5, 4.0
>
>         Attachments: LUCENE-3.5-SNAPSHOT-3440-6-ProofOfConcept.java, LUCENE-3.5-SNAPSHOT-3440-6.patch, LUCENE-4.0-SNAPSHOT-3440-3.patch, WeightOrderFragmentsBuilder_table01.html, WeightOrderFragmentsBuilder_table02.html
>
>
> The FastVectorHighlighter uses for every term found in a fragment an equal weight, which causes a higher ranking for fragments with a high number of words or, in the worst case, a high number of very common words than fragments that contains *all* of the terms used in the original query. 
> This patch provides ordered fragments with IDF-weighted terms: 
> total weight = total weight + IDF for unique term per fragment * boost of query; 
> The ranking-formula should be the same, or at least similar, to that one used in org.apache.lucene.search.highlight.QueryTermScorer.
> The patch is simple, but it works for us. 
> Some ideas:
> - A better approach would be moving the whole fragments-scoring into a separate class.
> - Switch scoring via parameter 
> - Exact phrases should be given a even better score, regardless if a phrase-query was executed or not
> - edismax/dismax-parameters pf, ps and pf^boost should be observed and corresponding fragments should be ranked higher 

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