Hit/Token Properties & Advanced Scoring

Elastic Stack Elasticsearch
1

Hi there,

Thanks for all the wonderful discussion on this mailing list. Has really
helped our life much easier!

Two questions:

  1. Is it possible to store properties of tokens within each document so
    that they can be retrieved during retrieval and then used in scoring?
    [detailed example after questions]
  2. What's the best way to create advanced scorers that can look at hits
    and all of their properties (position in document, custom score associated
    with the hit for this document [like the one from #1])

In a document, in addition to having the document's own content, I want to
have a set of 'related keywords' so that I can retrieve by them. However,
each related keyword has an associated score of 'relatedness'. I would
like to store this and use it at scoring time so that some keywords can
count more than others. How would I best do this?

Thanks,
Ankit Jain

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2
  1. You can retrieve the term position, offset and payload using function
    score scripts:
    Elasticsearch Platform — Find real-time answers at scale | Elastic

2: There are a couple of proposed solutions that would store the data in
another index that is joined with the main query. Matt Weber's PR, if ever
merged, might help: Terms Lookup by Query/Filter (aka. Join Filter) by mattweber · Pull Request #3278 · elastic/elasticsearch · GitHub
Can't think of a current solution without a join.

Cheers,

Ivan

On Tue, Jul 22, 2014 at 8:02 AM, Ankit Jain ankit@quettra.com wrote:

Hi there,

Thanks for all the wonderful discussion on this mailing list. Has really
helped our life much easier!

Two questions:

  1. Is it possible to store properties of tokens within each document
    so that they can be retrieved during retrieval and then used in scoring?
    [detailed example after questions]
  2. What's the best way to create advanced scorers that can look at
    hits and all of their properties (position in document, custom score
    associated with the hit for this document [like the one from #1])

In a document, in addition to having the document's own content, I want to
have a set of 'related keywords' so that I can retrieve by them. However,
each related keyword has an associated score of 'relatedness'. I would
like to store this and use it at scoring time so that some keywords can
count more than others. How would I best do this?

Thanks,
Ankit Jain

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