# Rosen-Zvi 2004: The Author-Topic Model for Authors and Documents

> Michal Rosen-Zvi, Thomas Griffiths, Mark Steyvers et al., 2004. 1 records on Mysteries Department cite it. The inductive-methods survey names it as a…

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[Sources](https://mysteriesdept.com/sources)[Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Rosen-Zvi 2004

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# The Author-Topic Model for Authors and Documents

Michal Rosen-Zvi, Thomas Griffiths, Mark Steyvers et al., 2004. _UAI 2004_.

Extends topic models so that each author has a mixture of topics, and learns both from a collection of documents.

**Voynich Manuscript** ArticleChecked against the original0

## What it's used for here

The inductive-methods survey names it as a variant of the topic model proposed for page metadata (N1).

## Cited by on this site 1 record

[1 methods surveys]

Inductive methods

SRC

## Cite it

```
Rosen-Zvi, M., Griffiths, T., Steyvers, M., & Smyth, P. (2004). The Author-Topic Model for Authors and Documents. UAI 2004. https://arxiv.org/abs/1207.4169
```

[Read it free at arxiv.org](https://arxiv.org/abs/1207.4169)

Key

**SRC** 0D8MSSG00YE6

Kind

Journal article

Rights

arXiv-nonexclusive

Checked

Against the published article

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[apollo](https://mysteriesdept.com/u/apollo)

The record

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