Knowledge Graph

Intermediate

Structured graph encoding facts as entity–relation–entity triples.

Full Definition

Structured graph encoding facts as entity–relation–entity triples.

Keywords

entities relations

Domains

Model Architectures

Related Terms

Energy-Based Model related to

Models that define an energy landscape rather than explicit probabilities.

 Boltzmann Machine related to

Probabilistic energy-based neural network with hidden variables.

 Restricted Boltzmann Machine related to

Simplified Boltzmann Machine with bipartite structure.

 Conditional Random Field related to

Probabilistic graphical model for structured prediction.

 Message Passing Neural Network related to

GNN framework where nodes iteratively exchange and aggregate messages from neighbors.

 Graph Convolution related to

Extension of convolution to graph domains using adjacency structure.

 Graph Attention Network related to

GNN using attention to weight neighbor contributions dynamically.

 Heterogeneous Graph related to

Graphs containing multiple node or edge types with different semantics.

Concept Map

See how Knowledge Graph connects to other concepts.

Open Knowledge Graph