Neo4j

We are currently enriching our knowledge graph with NLP derived metadata about the content on GOV.UK. See this blog post for context. Our desired outcome is each piece of content (a page on GOV.UK; labelled a Cid; circa. ~ 500k pages) will have a rel...

We're trying to combine Elastic Search with a neo4j knowledge graph to improve search. We can use a keyword search (e.g. "tax") to return the top n results from Elastic Search which we set as a parameter called es_results. This helps us "discover" 5 ...

When MATCH'ing on a single value the documentation is comprehensive and also suggests that: MATCH (cid:Cid {contentID: '5ef78674-7631-11e4-a3cb-005056011aef') RETURN cid ; is faster / more efficient than MATCH (cid:Cid) WHERE cid.contentID = '5ef786...

I have created a property graph of a web site (where Cids are content ids or pages on the site). The movement of users around the site between Cids / pages is captured by the directed USER_MOVEMENT {weight: integer} relationship. It has a weight asso...

Background Mat is a data scientist with an academic background in Genetic Engineering and statistics. He has developed expertise in machine learning methodologies and their application to user journey and navigation problems around websites. He’s a f...