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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