Title :
Novel approaches to automated personality classification: Ideas and their potentials
Author :
Aleksandar Kartelj;Vladimir Filipović;Veljko Milutinović
Author_Institution :
School of Mathematics, University of Belgrade, Serbia
fDate :
5/1/2012 12:00:00 AM
Abstract :
In this paper, we propose several new research directions regarding the problem of Automated Personality Classification (APC). Firstly, we investigate possible improvements of the existing solutions to the problem of APC, for which we use different combinations of the APC corpora, psychological trait measurements, and learning algorithms. Afterwards, we consider extensions of the APC problem and the related tasks, such as dynamical APC and detecting personality inconsistency in a text. This entire research was performed in the context of social networks and the related datamining mechanisms.
Keywords :
"Blogs","Twitter","Facebook","Psychology","Support vector machine classification"
Conference_Titel :
MIPRO, 2012 Proceedings of the 35th International Convention
Print_ISBN :
978-1-4673-2577-6