aspg-18-3941-1792495743
20261020112903
American Scientific Publishing Group
admin@americaspg.com
American Scientific Publishing Group
Journal of Intelligent Systems and Internet of Things
JISIoT
2769-786X
2690-6791
2026
18
1
Arabic Fake News Detection Techniques: A Review
Maysoon Ahmed
Abbas
National School of Electronics and Telecoms of Sfax, University of Sfax, Tunisia
Dhafar Hamed
Abd
College of Computer Science and Information Technology University of Anbar Ramadi, Iraq
Mondher
Frikha
ATISP Lab, ENET’COM, University of Sfax, Tunisia
Adel M.
Alimi
REGIM Lab, ENIS, University of Sfax, Tunisia
Normal
false
false
false
DE
X-NONE
AR-SA
DefSemiHidden="false" DefQFormat="false" DefPriority="99"
LatentStyleCount="371">
UnhideWhenUsed="true" QFormat="true" Name="heading 2"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 3"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 4"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 5"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 6"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 7"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 8"/>
UnhideWhenUsed="true" QFormat="true" Name="heading 9"/>
Name="index 1"/>
Name="index 2"/>
Name="index 3"/>
Name="index 4"/>
Name="index 5"/>
Name="index 6"/>
Name="index 7"/>
Name="index 8"/>
Name="index 9"/>
UnhideWhenUsed="true" Name="toc 1"/>
UnhideWhenUsed="true" Name="toc 2"/>
UnhideWhenUsed="true" Name="toc 3"/>
UnhideWhenUsed="true" Name="toc 4"/>
UnhideWhenUsed="true" Name="toc 5"/>
UnhideWhenUsed="true" Name="toc 6"/>
UnhideWhenUsed="true" Name="toc 7"/>
UnhideWhenUsed="true" Name="toc 8"/>
UnhideWhenUsed="true" Name="toc 9"/>
Name="Normal Indent"/>
Name="footnote text"/>
Name="annotation text"/>
Name="header"/>
Name="footer"/>
Name="index heading"/>
UnhideWhenUsed="true" QFormat="true" Name="caption"/>
Name="table of figures"/>
Name="envelope address"/>
Name="envelope return"/>
Name="footnote reference"/>
Name="annotation reference"/>
Name="line number"/>
Name="page number"/>
Name="endnote reference"/>
Name="endnote text"/>
Name="table of authorities"/>
Name="macro"/>
Name="toa heading"/>
Name="List"/>
Name="List Bullet"/>
Name="List Number"/>
Name="List 2"/>
Name="List 3"/>
Name="List 4"/>
Name="List 5"/>
Name="List Bullet 2"/>
Name="List Bullet 3"/>
Name="List Bullet 4"/>
Name="List Bullet 5"/>
Name="List Number 2"/>
Name="List Number 3"/>
Name="List Number 4"/>
Name="List Number 5"/>
Name="Closing"/>
Name="Signature"/>
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
Name="Body Text"/>
Name="Body Text Indent"/>
Name="List Continue"/>
Name="List Continue 2"/>
Name="List Continue 3"/>
Name="List Continue 4"/>
Name="List Continue 5"/>
Name="Message Header"/>
Name="Salutation"/>
Name="Date"/>
Name="Body Text First Indent"/>
Name="Body Text First Indent 2"/>
Name="Note Heading"/>
Name="Body Text 2"/>
Name="Body Text 3"/>
Name="Body Text Indent 2"/>
Name="Body Text Indent 3"/>
Name="Block Text"/>
Name="Hyperlink"/>
Name="FollowedHyperlink"/>
Name="Document Map"/>
Name="Plain Text"/>
Name="E-mail Signature"/>
Name="HTML Top of Form"/>
Name="HTML Bottom of Form"/>
Name="Normal (Web)"/>
Name="HTML Acronym"/>
Name="HTML Address"/>
Name="HTML Cite"/>
Name="HTML Code"/>
Name="HTML Definition"/>
Name="HTML Keyboard"/>
Name="HTML Preformatted"/>
Name="HTML Sample"/>
Name="HTML Typewriter"/>
Name="HTML Variable"/>
Name="Normal Table"/>
Name="annotation subject"/>
Name="No List"/>
Name="Outline List 1"/>
Name="Outline List 2"/>
Name="Outline List 3"/>
Name="Table Simple 1"/>
Name="Table Simple 2"/>
Name="Table Simple 3"/>
Name="Table Classic 1"/>
Name="Table Classic 2"/>
Name="Table Classic 3"/>
Name="Table Classic 4"/>
Name="Table Colorful 1"/>
Name="Table Colorful 2"/>
Name="Table Colorful 3"/>
Name="Table Columns 1"/>
Name="Table Columns 2"/>
Name="Table Columns 3"/>
Name="Table Columns 4"/>
Name="Table Columns 5"/>
Name="Table Grid 1"/>
Name="Table Grid 2"/>
Name="Table Grid 3"/>
Name="Table Grid 4"/>
Name="Table Grid 5"/>
Name="Table Grid 6"/>
Name="Table Grid 7"/>
Name="Table Grid 8"/>
Name="Table List 1"/>
Name="Table List 2"/>
Name="Table List 3"/>
Name="Table List 4"/>
Name="Table List 5"/>
Name="Table List 6"/>
Name="Table List 7"/>
Name="Table List 8"/>
Name="Table 3D effects 1"/>
Name="Table 3D effects 2"/>
Name="Table 3D effects 3"/>
Name="Table Contemporary"/>
Name="Table Elegant"/>
Name="Table Professional"/>
Name="Table Subtle 1"/>
Name="Table Subtle 2"/>
Name="Table Web 1"/>
Name="Table Web 2"/>
Name="Table Web 3"/>
Name="Balloon Text"/>
Name="Table Theme"/>
Name="List Paragraph"/>
Name="Intense Quote"/>
Name="Subtle Emphasis"/>
Name="Intense Emphasis"/>
Name="Subtle Reference"/>
Name="Intense Reference"/>
UnhideWhenUsed="true" Name="Bibliography"/>
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
Name="Grid Table 1 Light Accent 1"/>
Name="Grid Table 6 Colorful Accent 1"/>
Name="Grid Table 7 Colorful Accent 1"/>
Name="Grid Table 1 Light Accent 2"/>
Name="Grid Table 6 Colorful Accent 2"/>
Name="Grid Table 7 Colorful Accent 2"/>
Name="Grid Table 1 Light Accent 3"/>
Name="Grid Table 6 Colorful Accent 3"/>
Name="Grid Table 7 Colorful Accent 3"/>
Name="Grid Table 1 Light Accent 4"/>
Name="Grid Table 6 Colorful Accent 4"/>
Name="Grid Table 7 Colorful Accent 4"/>
Name="Grid Table 1 Light Accent 5"/>
Name="Grid Table 6 Colorful Accent 5"/>
Name="Grid Table 7 Colorful Accent 5"/>
Name="Grid Table 1 Light Accent 6"/>
Name="Grid Table 6 Colorful Accent 6"/>
Name="Grid Table 7 Colorful Accent 6"/>
Name="List Table 1 Light Accent 1"/>
Name="List Table 6 Colorful Accent 1"/>
Name="List Table 7 Colorful Accent 1"/>
Name="List Table 1 Light Accent 2"/>
Name="List Table 6 Colorful Accent 2"/>
Name="List Table 7 Colorful Accent 2"/>
Name="List Table 1 Light Accent 3"/>
Name="List Table 6 Colorful Accent 3"/>
Name="List Table 7 Colorful Accent 3"/>
Name="List Table 1 Light Accent 4"/>
Name="List Table 6 Colorful Accent 4"/>
Name="List Table 7 Colorful Accent 4"/>
Name="List Table 1 Light Accent 5"/>
Name="List Table 6 Colorful Accent 5"/>
Name="List Table 7 Colorful Accent 5"/>
Name="List Table 1 Light Accent 6"/>
Name="List Table 6 Colorful Accent 6"/>
Name="List Table 7 Colorful Accent 6"/>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
line-height:12.0pt;
mso-pagination:widow-orphan;
font-size:10.0pt;
font-family:"Times New Roman",serif;}
People are efficient on websites and social media platforms for news and updates as their popularity has grown. Even official media outlets to publish news use social media networks. However, due to the massive volume of user-generated material, verifying the veracity of the presented information is necessary. To handle the large volume of posts being made, this procedure should be implemented automatically and effectively. Fake news detection (FND) estimates the chance that a certain news story (news report, editorial, expose, and the like) is purposefully misleading. Over the past ten years, there has been an increase in interest in Arabic FND, and several detection techniques have shown some promise in identifying fake news across various datasets. This paper provides an overview of the fake news definition, consequences, detection strategies, and datasets that are utilized for detecting Arabic fake news. The design of Arabic FND systems is mainly based on two methods. The first one uses machine learning (ML) methods that rely on manually produced statistical data extracted from the text and used as a feature to distinguish between real and fake news. In the second strategy, “end-to-end” systems for detection are created using deep learning (DL) approaches. The investigation conducted in this paper may help researchers understand the advantages and uses of Arabic FND systems to develop more efficient algorithms in this field.
2026
150
168
3941
https://creativecommons.org/licenses/by/4.0/
10.54216/JISIoT.180111
https://www.americaspg.com/journal/18/article/3941
-
https://www.americaspg.com/storage/01753399784.pdf