Hybrid deep learning models for fake news detection: case study on Arabic and English languages

This work provides a robust approach to combating misinformation, offering practical applications in enhancing the reliability of information on social networks.

Authors

Baqer M. Merzah (ORCID: https://orcid.org/0000-0002-4888-7208)
Zolfaghar Salmanian (ORCID: https://orcid.org/0000-0002-1019-4123)
Jafar Razmara (ORCID: https://orcid.org/0000-0002-6320-8517)

Institutions

University of Tabriz (IR)

Publication Details

Journal: Frontiers in Big Data
Published: 2026-01-06
DOI: https://doi.org/10.3389/fdata.2025.1683786
Primary Topic: Misinformation and Its Impacts
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Hybrid deep learning models for fake news detection: case study on Arabic and English languages

Baqer M. Merzah, Zolfaghar Salmanian, Jafar Razmara

Jan 6, 2026

Frontiers in Big Data

Misinformation and Its Impacts

article

Hybrid deep learning models for fake news detection: case study on Arabic and English languages

Baqer M. Merzah, Zolfaghar Salmanian, Jafar Razmara

January 6, 2026article en

Abstract

This work provides a robust approach to combating misinformation, offering practical applications in enhancing the reliability of information on social networks.

Frontiers in Big DataVol. 8

University of Tabriz (IR)

Openalex Percentile: Top 95%

Misinformation and Its Impacts

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Hybrid deep learning models for fake news detection: case study on Arabic and English languages — Baqer M. Merzah, Zolfaghar Salmanian, et al. · Frontiers in Big Data (2026) | TGRS Research Map | TGRS