0
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.
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
SRCInductive methods
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
@article{rosenzvi2004author,
author = {Rosen-Zvi, Michal and Griffiths, Thomas and Steyvers, Mark and Smyth, Padhraic},
title = {The Author-Topic Model for Authors and Documents},
journal = {UAI 2004},
year = {2004},
url = {https://arxiv.org/abs/1207.4169}
}TY - JOUR TI - The Author-Topic Model for Authors and Documents AU - Rosen-Zvi, Michal AU - Griffiths, Thomas AU - Steyvers, Mark AU - Smyth, Padhraic PY - 2004 JO - UAI 2004 UR - https://arxiv.org/abs/1207.4169 ER -
Rosen-Zvi, Michal et al.. “The Author-Topic Model for Authors and Documents.” UAI 2004 (2004).