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Mastering Elasticsearch - Second Edition

You're reading from   Mastering Elasticsearch - Second Edition Further your knowledge of the Elasticsearch server by learning more about its internals, querying, and data handling

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Product type Paperback
Published in Feb 2015
Publisher
ISBN-13 9781783553792
Length 434 pages
Edition 2nd Edition
Languages
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Toc

Table of Contents (11) Chapters Close

Preface 1. Introduction to Elasticsearch FREE CHAPTER 2. Power User Query DSL 3. Not Only Full Text Search 4. Improving the User Search Experience 5. The Index Distribution Architecture 6. Low-level Index Control 7. Elasticsearch Administration 8. Improving Performance 9. Developing Elasticsearch Plugins Index

Default Apache Lucene scoring explained


A very important part of the querying process in Apache Lucene is scoring. Scoring is the process of calculating the score property of a document in a scope of a given query. What is a score? A score is a factor that describes how well the document matched the query. In this section, we'll look at the default Apache Lucene scoring mechanism: the TF/IDF (term frequency/inverse document frequency) algorithm and how it affects the returned document. Knowing how this works is valuable when designing complicated queries and choosing which queries parts should be more relevant than the others. Knowing the basics of how scoring works in Lucene allows us to tune queries more easily and the results retuned by them to match our use case.

When a document is matched

When a document is returned by Lucene, it means that it matched the query we've sent. In such a case, the document is given a score. Sometimes, the score is the same for all the documents (like for...

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