Title :
On authorship authentication of Arabic articles
Author :
Alwajeeh, Ahmed ; Al-Ayyoub, Mahmoud ; Hmeidi, Ismail
Author_Institution :
Jordan Univ. of Sci. & Technol., Irbid, Jordan
Abstract :
In this work, we consider the authorship authentication problem, a historical problem in linguistics that has been made more difficult with the explosion of the Internet and the increase in the amount of unverified texts and hard to check claims posted online. We focus on the Arabic language for which this problem is still largely understudied despite its importance. We experiment with two classifiers and the results obtained so far are almost perfect.
Keywords :
classification; computational linguistics; natural language processing; Arabic articles; Arabic language; Internet; authorship authentication; classifiers; historical problem; linguistics; Accuracy; Authentication; Decision trees; Feature extraction; Niobium; Support vector machines; Text categorization;
Conference_Titel :
Information and Communication Systems (ICICS), 2014 5th International Conference on
Conference_Location :
Irbid
Print_ISBN :
978-1-4799-3022-7
DOI :
10.1109/IACS.2014.6841973
