Construct · 1 fields · 1 citations

node2vec: a standalone construct

One name. One construct. A landmark on the map.

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node2vec1 CONSTRUCTNode2vecGROVER · MACHINE LEARNING

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Machine learning

learning node embeddings from biased random walks whose parameters trade off breadth-first and depth-first exploration of a node's neighborhood.

In machine learning, node2vec refers to learning node embeddings from biased random walks whose parameters trade off breadth-first and depth-first exploration of a node's neighborhood. This meaning comes from Grover (2016) in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.[1]

Unit
Recovery means
Measured by

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Nearby constructs

knowledge6 fields · 12 citationsjingle · one name, six constructslearning6 fields · 14 citationsjingle · one name, six constructsmine2 fields · 2 citationsjingle · one word, two constructs

References

  1. Grover, A., & Leskovec, J. (2016). node2vec: Scalable Feature Learning for Networks. Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://doi.org/10.1145/2939672.2939754

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