Mixed-membership models of scientific publications

@misc{citeulike:2516034, abstract = {this document-oriented mixed membership model to a subcollection of the PNAS database supplied to the participants in the Arthur M. Sackler Colloquium on \"Mapping Knowledge Domains.\" We focus in our analysis on a high level description of the fields in Biological Sciences in terms of a small number of extreme or basis categories. Griffiths and Steyvers [6] use a related version of the model for abstracts only and attempt a finer level of description}, author = {Erosheva, E. and Fienberg, S. and La, J. }, citeulike-article-id = {2516034}, keywords = {citation-graph, relational, topic-modeling}, posted-at = {2008-03-11 18:09:32}, priority = {2}, title = {Mixed-membership models of scientific publications}, url = {http://citeseer.ist.psu.edu/erosheva04mixed.html}, year = {2004} }

TY - GEN ID - citeulike:2516034 TI - Mixed-membership models of scientific publications N2 - this document-oriented mixed membership model to a subcollection of the PNAS database supplied to the participants in the Arthur M. Sackler Colloquium on "Mapping Knowledge Domains." We focus in our analysis on a high level description of the fields in Biological Sciences in terms of a small number of extreme or basis categories. Griffiths and Steyvers [6] use a related version of the model for abstracts only and attempt a finer level of description KW - citation-graph KW - relational KW - topic-modeling AU - Erosheva, E AU - Fienberg, S AU - La, J PY - 2004/// UR - http://citeseer.ist.psu.edu/erosheva04mixed.html ER -