Construct · 1 fields · 1 citations

DeepWalk: a standalone construct

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

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Machine learning

learning node embeddings by running truncated random walks on a graph and treating them like sentences for a word-embedding model.

In machine learning, DeepWalk refers to learning node embeddings by running truncated random walks on a graph and treating them like sentences for a word-embedding model. This meaning comes from Perozzi (2014) in Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining.[1]

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Nearby constructs

knowledge6 fields · 12 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs mine2 fields · 2 citationsjingle · one word, two constructs

References

Perozzi, B., Al-Rfou, R., & Skiena, S. (2014). DeepWalk: online learning of social representations. Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining. https://doi.org/10.1145/2623330.2623732

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