Trey Grainger created SOLR-9480:
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             Summary: Graph Traversal for Significantly Related Terms (Semantic 
Knowledge Graph)
                 Key: SOLR-9480
                 URL: https://issues.apache.org/jira/browse/SOLR-9480
             Project: Solr
          Issue Type: Improvement
      Security Level: Public (Default Security Level. Issues are Public)
            Reporter: Trey Grainger


This issue is to track the contribution of the Semantic Knowledge Graph Solr 
Plugin (request handler), which exposes a graph-like interface for discovering 
and traversing significant relationships between entities within an inverted 
index.

This data model has been described in the following research paper: [The 
Semantic Knowledge Graph: A compact, auto-generated model for real-time 
traversal and ranking of any relationship within a 
domain|https://arxiv.org/abs/1609.00464], as well as in presentations I gave in 
October 2015 at [Lucene/Solr 
Revolution|http://www.slideshare.net/treygrainger/leveraging-lucenesolr-as-a-knowledge-graph-and-intent-engine]
 and November 2015 at the [Bay Area Search 
Meetup|http://www.treygrainger.com/posts/presentations/searching-on-intent-knowledge-graphs-personalization-and-contextual-disambiguation/].

The source code for this project is currently available at 
[https://github.com/careerbuilder/semantic-knowledge-graph], and the folks at 
CareerBuilder (where this was built) have given me the go-ahead to now 
contribute this back to the Apache Solr Project, as well.

Check out the Github repository, research paper, or presentations for a more 
detailed description of this contribution. Initial patch coming soon.



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