Knowledge Graph Convolutional Network
GPTKB entity
Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
graph neural network |
| gptkbp:abbreviation |
gptkb:KGCN
|
| gptkbp:appliesTo |
convolutional operations on knowledge graphs
|
| gptkbp:citation |
gptkb:Knowledge_Graph_Convolutional_Networks_for_Recommender_Systems
10.1145/3308558.3313417 |
| gptkbp:codeAvailableAt |
https://github.com/hwwang55/KGCN
|
| gptkbp:firstPublished |
2019
|
| gptkbp:firstPublishedAt |
The Web Conference 2019 (WWW 2019)
|
| https://www.w3.org/2000/01/rdf-schema#label |
Knowledge Graph Convolutional Network
|
| gptkbp:input |
gptkb:knowledge_representation
entity embeddings relation embeddings |
| gptkbp:learns |
entity representations
relation representations |
| gptkbp:output |
entity embeddings
node representations |
| gptkbp:platform |
message passing
neighbor aggregation |
| gptkbp:proposedBy |
gptkb:Jure_Leskovec
gptkb:Hongwei_Wang |
| gptkbp:relatedTo |
gptkb:Graph_Convolutional_Network
Knowledge Graph Attention Network Relational Graph Convolutional Network |
| gptkbp:usedFor |
recommendation systems
link prediction knowledge graph representation learning |
| gptkbp:usedIn |
recommender systems
knowledge graph completion entity classification |
| gptkbp:bfsParent |
gptkb:KGCN
|
| gptkbp:bfsLayer |
7
|