Work

Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB)

Year: 2022

Type: conference-paper

Abstract: The issue of verifying authorship has been a controversial and much disputed subject within the field of digital forensics and cyber investigations.Although extensive research has been carried out on authorship verification tasks, few studies have analyzed Arabic social media texts.This paper seeks to overcome this limitation and presents a new knowledge-based model to enhance Natural Language Understanding and thereby improve authorship verification performance.The proposed model provided promising results that would benefit research for different Natural Language Processing tasks for Arabic.

Source: Arabic Natural Language Processing Workshop (WANLP)

DOI: 10.18653/v1/2022.wanlp-1.19

Authors: Fatimah Alqahtani, Helen Yannakoudakis

Institution: King's College London

Language: English

Topic: Authorship Attribution and Profiling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4385573041

FWCI:

Cites: 12

Cited by:

Related to: 10