Latent Dirichlet Allocation (2003)
GPTKB entity
Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
topic model |
| gptkbp:author |
gptkb:David_M._Blei
gptkb:Michael_I._Jordan gptkb:Andrew_Y._Ng |
| gptkbp:citation |
over 40,000
|
| gptkbp:describes |
generative probabilistic model for collections of discrete data
|
| https://www.w3.org/2000/01/rdf-schema#label |
Latent Dirichlet Allocation (2003)
|
| gptkbp:influenced |
probabilistic topic modeling
|
| gptkbp:input |
bag-of-words
|
| gptkbp:output |
topic distribution per document
word distribution per topic |
| gptkbp:publicationYear |
2003
|
| gptkbp:publishedIn |
gptkb:Journal_of_Machine_Learning_Research
|
| gptkbp:relatedTo |
gptkb:machine_learning
gptkb:Dirichlet_distribution gptkb:probabilistic_latent_semantic_analysis natural language processing |
| gptkbp:supportsAlgorithm |
unsupervised learning
|
| gptkbp:usedFor |
information retrieval
document classification topic discovery |
| gptkbp:bfsParent |
gptkb:Christopher_Blei
|
| gptkbp:bfsLayer |
7
|