A survey of modern authorship attribution methods

E Stamatatos - Journal of the American Society for information …, 2009 - Wiley Online Library
Authorship attribution supported by statistical or computational methods has a long history
starting from the 19th century and is marked by the seminal study of Mosteller and Wallace …

[PDF][PDF] Overview of the author identification task at PAN-2018: cross-domain authorship attribution and style change detection

M Kestemont, M Tschuggnall… - … Notes Papers of …, 2018 - repository.uantwerpen.be
Author identification attempts to reveal the authors behind texts. It is an emerging area of
research associated with applications in literary research, cyber-security, forensics, and …

Authorship attribution using text distortion

E Stamatatos - Proceedings of the 15th Conference of the …, 2017 - aclanthology.org
Authorship attribution is associated with important applications in forensics and humanities
research. A crucial point in this field is to quantify the personal style of writing, ideally in a …

The effect of author set size and data size in authorship attribution

K Luyckx, W Daelemans - Literary and linguistic Computing, 2011 - academic.oup.com
Applications of authorship attributionin the wild'[. Authorship attribution in the wild. Language
Resources and Evaluation. Advanced Access published January 12, 2010: 10.1007/s10579 …

[图书][B] A Theory of Linguistic Individuality for Authorship Analysis

A Nini - 2023 - cambridge.org
Authorship analysis is the process of determining who produced a questioned text by
language analysis. Although there has been significant success in the performance of …

Masking topic‐related information to enhance authorship attribution

E Stamatatos - Journal of the Association for Information …, 2018 - Wiley Online Library
Authorship attribution attempts to reveal the authors of documents. In recent years, research
in this field has grown rapidly. However, the performance of state‐of‐the‐art methods is …

Not just depressed: Bipolar disorder prediction on reddit

I Sekulić, M Gjurković, J Šnajder - arXiv preprint arXiv:1811.04655, 2018 - arxiv.org
Bipolar disorder, an illness characterized by manic and depressive episodes, affects more
than 60 million people worldwide. We present a preliminary study on bipolar disorder …

Authorship attribution with convolutional neural networks and POS-eliding

J Hitschler, E Van Den Berg… - Proceedings of the …, 2017 - aclanthology.org
We use a convolutional neural network to perform authorship identification on a very
homogeneous dataset of scientific publications. In order to investigate the effect of domain …

[PDF][PDF] Cross-topic authorship attribution: Will out-of-topic data help?

U Sapkota, T Solorio, M Montes… - … of COLING 2014, the …, 2014 - aclanthology.org
Most previous research on authorship attribution (AA) assumes that the training and test
data are drawn from same distribution. But in real scenarios, this assumption is too strong …

Vocabulary richness measure in genres

M Kubát, J Milička - Journal of Quantitative Linguistics, 2013 - Taylor & Francis
This article deals with the one of the oldest and most traditional fields in quantitative
linguistics, the concept of vocabulary richness. Although there are several methods for …