Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
knowledge graph embedding model
|
| gptkbp:author |
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen
|
| gptkbp:citation |
2015
Knowledge Graph Embedding by Translating on Hyperplanes |
| gptkbp:developedBy |
gptkb:Zhen_Wang
Jianlin Feng Jianwen Zhang Zheng Chen |
| gptkbp:embeddingSpace |
entity space
relation space |
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning natural language processing |
| gptkbp:fullName |
Translation on Relation
|
| gptkbp:handles |
1-to-N relations
N-to-1 relations N-to-N relations |
| https://www.w3.org/2000/01/rdf-schema#label |
TransR
|
| gptkbp:improves |
gptkb:TransE
|
| gptkbp:lossFunction |
margin-based ranking loss
|
| gptkbp:mappingMatrix |
relation-specific matrix
|
| gptkbp:openSource |
gptkb:AmpliGraph
gptkb:OpenKE |
| gptkbp:proposedBy |
entity and relation embeddings in separate spaces
|
| gptkbp:publishedIn |
AAAI 2015
|
| gptkbp:relatedTo |
gptkb:TransH
gptkb:TransE |
| gptkbp:usedFor |
link prediction
knowledge graph completion entity classification |
| gptkbp:bfsParent |
gptkb:TransE
|
| gptkbp:bfsLayer |
7
|