Workshop & Non-Archival Paper
Author Identification from Citations
Joseph K. Bradley, Patrick Gage Kelley, Aaron Roth
Poster, Carnegie Mellon University, 2008
Abstract
Machine Learning techniques can be applied to citation data from a network of papers to predict the author of a paper that is currently outside of the network. Using a series of models we have found that we can increase the accuracy from past experiments with citation data, by considering the citations as a network. This allows us to predict with confidence the author of a blind paper.
- machine learning
- authorship attribution
- blind review
- deanonymization
Cite this paper
@inproceedings{bradley2008author,
title = {Author Identification from Citations},
author = {Bradley, Joseph K. and Kelley, Patrick Gage and Roth, Aaron},
year = {2008},
booktitle = {Poster, Carnegie Mellon University, 2008},
url = {https://pgk.io/papers/2008-author-identification-from-citations/},
}