Knowledge graph: Difference between revisions

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=Definition=
[[File:Knowledge graph 2.png|thumb|Knowledge graph]]
[[File:Graph.jpg|thumb|Knowledge graph: triple]]
=[[Definition]]=
A knowledge graph is a directed labeled graph in which the labels have well-defined meanings.
A knowledge graph is a [[Directed graph|directed labeled graph]] in which the labels have well-defined meanings.
<ref>Stanford. [https://web.stanford.edu/~vinayc/kg/notes/What_is_a_Knowledge_Graph.html What is a Knowledge Graph.]</ref>


=Note=
=[[Note]]s=
* A Knowledge Graph is a flexible, reusable data layer used for answering complex queries across data silos.  
* A Knowledge Graph is a flexible, reusable data layer used for answering complex queries across data silos.  
* Knowledge graphs have an underlying schema ([[ontology]] or [[concept model]]) for organising [[concept]]s within the network.
* Knowledge graphs have an underlying schema ([[ontology]] or [[concept model]]) for organising [[concept]]s within the network.


=Generic relations=
=[[Synonym]]s=
* [[Concept]] model
 
=[[Generic relation]]s=
[[Superordinate concept]] is:
[[Superordinate concept]] is:
* Graph
* [[Directed graph]]
 
=Resources=
Stardog. [https://www.stardog.com/knowledge-graph/ How Knowledge Graphs Work.]


Partitive relations
=[[Reference]]s=
Subordinate concepts (parts) are:
* Triple
** [[Concept]]
** [[Relation]]


=References=
What is a Knowledge Graph. [https://web.stanford.edu/~vinayc/kg/notes/What_is_a_Knowledge_Graph.html]


How Knowledge Graphs Work. [https://www.stardog.com/knowledge-graph/]


[[Category:All]]
[[Category:All]]

Latest revision as of 16:31, 30 December 2022

Knowledge graph

Definition

A knowledge graph is a directed labeled graph in which the labels have well-defined meanings. [1]

Notes

  • A Knowledge Graph is a flexible, reusable data layer used for answering complex queries across data silos.
  • Knowledge graphs have an underlying schema (ontology or concept model) for organising concepts within the network.

Synonyms

Generic relations

Superordinate concept is:

Resources

Stardog. How Knowledge Graphs Work.

References