PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Automatically profiling the author of an anonymous text
Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler
Communications of the ACM 2006.

Abstract

In the authorship profiling problem, we are given a text of unknown authorship, and wish to know as much as possible about the unknown author (demographics, personality, cultural background, etc.), just by analyzing the given text. We exploit the sociolinguistic observation that different groups of people speaking or writing in a particular genre and in a particular language use that language differently. The particular profile dimensions we consider here are author gender , age, native language and personality.

EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
Natural Language Processing
Information Retrieval & Textual Information Access
ID Code:3404
Deposited By:Moshe Koppel
Deposited On:10 February 2008