# Which information retrieval model does ES used?

**URL:** <https://discuss.elastic.co/t/which-information-retrieval-model-does-es-used/11653>\
**Category:** Elasticsearch\
**Created:** [April 22, 2013, 8:00am UTC](https://discuss.elastic.co/t/which-information-retrieval-model-does-es-used/11653 "2013-04-22T08:00:34Z")\
**Posts on this page:** 4\
**Page:** 1

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**Author:** ![Jingang\_Wang](https://avatars.discourse-cdn.com/v4/letter/j/ce7236/32.png) [@Jingang\_Wang](https://discuss.elastic.co/u/Jingang_Wang)\
**Post date:** [April 22, 2013, 8:00am UTC](https://discuss.elastic.co/t/which-information-retrieval-model-does-es-used/11653/1 "2013-04-22T08:00:34Z")

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Hi all,

Does anybody know which information retrieval model is utilized in ES?  
TF\*IDF-based vector space model or some relevance-based language  
model？Could I change these model？  
Thanks very much.

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**Author:** ![Rafal\_Kuc\_3](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/rafal_kuc_3/32/799_2.png) [@Rafal\_Kuc\_3](https://discuss.elastic.co/u/Rafal_Kuc_3)\
**Post date:** [April 22, 2013, 8:05am UTC](https://discuss.elastic.co/t/which-information-retrieval-model-does-es-used/11653/2 "2013-04-22T08:05:03Z")

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Hello!

In the 0.20.x (and before that) ElasticSeaerch uses the TF-IDF model, in 0.90 (for example in the 0.90 RC2) you'll be able to choose a different document ranking model ([http://www.elasticsearch.org/guide/reference/index-modules/similarity/](http://www.elasticsearch.org/guide/reference/index-modules/similarity/)).

_--_

Regards,

Rafał Kuć

Sematext :: [http://sematext.com/](http://sematext.com/) _:: Solr - Lucene - Nutch - ElasticSearch_

Hi all,

Does anybody know which information retrieval model is utilized in ES? TF\*IDF-based vector space model or some relevance-based language model？Could I change these model？

Thanks very much.

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**Author:** ![Jingang\_Wang](https://avatars.discourse-cdn.com/v4/letter/j/ce7236/32.png) [@Jingang\_Wang](https://discuss.elastic.co/u/Jingang_Wang)\
**Post date:** [April 22, 2013, 8:20am UTC](https://discuss.elastic.co/t/which-information-retrieval-model-does-es-used/11653/3 "2013-04-22T08:20:59Z")

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Thanks for your reply.  
It's considerably helpful for me.​

On Mon, Apr 22, 2013 at 4:05 PM, Rafał Kuć [r.kuc@solr.pl](mailto:r.kuc@solr.pl) wrote:

> Hello!
> 
> In the 0.20.x (and before that) ElasticSeaerch uses the TF-IDF model, in  
> 0.90 (for example in the 0.90 RC2) you'll be able to choose a different  
> document ranking model (  
> [Elasticsearch Platform — Find real-time answers at scale | Elastic](http://www.elasticsearch.org/guide/reference/index-modules/similarity/)).
> 
> \*--  
> Regards,  
> Rafał Kuć  
> Sematext :: _[http://sematext.com/](http://sematext.com/)_ :: Solr - Lucene - Nutch -  
> Elasticsearch
> 
> - 
> 
> Hi all,
> 
> Does anybody know which information retrieval model is utilized in ES?  
> TF\*IDF-based vector space model or some relevance-based language  
> model？Could I change these model？  
> Thanks very much.
> 
> --  
> You received this message because you are subscribed to the Google Groups  
> "elasticsearch" group.  
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--  
Wang Jingang(王金刚)  
Ph.D. Candidate at  
Lab of High Volume Language Information Processing & Cloud Computing  
School of Computer Science  
Beijing Institute of Technology  
Beijing 100081  
P.R China

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**Author:** ![system](https://us1.discourse-cdn.com/elastic/original/3X/1/a/1ac57faf039f6b580b3f104ef42a2a89e41014de.png) [@system](https://discuss.elastic.co/u/system)\
**Post date:** [July 6, 2017, 2:40am UTC](https://discuss.elastic.co/t/which-information-retrieval-model-does-es-used/11653/4 "2017-07-06T02:40:14Z")

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