Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
community detection
link prediction node classification |
| gptkbp:citation |
highly cited
|
| gptkbp:field |
gptkb:machine_learning
network analysis representation learning |
| gptkbp:hasConcept |
learns latent representations of vertices in a network
|
| https://www.w3.org/2000/01/rdf-schema#label |
DeepWalk
|
| gptkbp:input |
graph
|
| gptkbp:inspiredBy |
gptkb:word2vec
|
| gptkbp:introduced |
gptkb:Steven_Skiena
Bryan Perozzi Rami Al-Rfou |
| gptkbp:introducedIn |
2014
|
| gptkbp:language |
gptkb:Python
|
| gptkbp:output |
node embeddings
|
| gptkbp:publishedIn |
KDD 2014
|
| gptkbp:relatedTo |
gptkb:GraphSAGE
gptkb:node2vec gptkb:LINE |
| gptkbp:repository |
https://github.com/phanein/deepwalk
|
| gptkbp:technique |
gptkb:Skip-gram_model
random walks |
| gptkbp:bfsParent |
gptkb:GraphSAGE
|
| gptkbp:bfsLayer |
6
|