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Assortment of Other Specific Graph The Graph Traversal Programming Pattern

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Assortment of Other Specific Graph Traversal Use Cases
• Missing friends: Find all the friends of person A. Then find all the
friends of the friends of person A that are not also person A’s friends.19
./outE[@label=‘friend’]/inV[g:assign(‘$x’)]/
outE[@label=‘friend’]/inV[g:except($x)]

• Collaborative filtering: Find all the items that the person A likes. Then
find all the people that like those same items. Then find which items
those people like that are not already the items that are liked by person
A.20
./outE[@label=‘likes’]/inV[g:assign(‘$x’)]/
inE[@label=‘likes’]/outV/outE[@label=‘likes’]/inV[g:except($x)]
19
This algorithm is based on the notion of trying to close “open triangles” in the friendship graph. If
many of person A’s friends are friends with person B , then its likely that A and B know each other.
20
This is the most concise representation of collaborative filtering. There are numerous modifications to
this general theme that can be taken advantage of to alter the recommendations.

Veröffentlicht in: Technologie
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