word2vec
MachineLearningTask AIO:word2vec NOT_REVIEWED
A machine learning task that generates distributed representations of words by training a shallow neural network model, which aims to predict the context of each word within a corpus. This algorithm captures semantic meanings of words through their contextual usage in the text.
Ontology IRI:
https://w3id.org/aio/word2vec
Ontology Structure & Relationships
Parent Classes
Branches
Axiomatic Relationships
-
BFO:0000051 →
AIO:HiddenLayer(Hidden Layer) -
BFO:0000051 →
AIO:InputLayer(Input Layer) -
BFO:0000051 →
AIO:OutputLayer(Output Layer)
Annotations & Sources
Synonyms:
- W2V exact
Definition Sources:
Subsets:
https://w3id.org/aio/NetworkSubset
Import Provenance & Upstream Synchronization
Source Repo: AIO GitHub
Release Version:
aio.jsonCommit:
397851c547…License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256:
8f741d71408c…
Source File:
data/aio/word2vec.yaml