Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI-Reference-Cited by-同舟云学术

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Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI

Published:2024 Issue: Volume:12 Page:44462-44480
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Hashmi Ehtesham¹^ORCID,Yayilgan Sule Yildirim¹^ORCID,Yamin Muhammad Mudassar¹^ORCID,Ali Subhan²^ORCID,Abomhara Mohamed¹^ORCID

Affiliation:

1. Department of Information Security and Communication Technology (IIK), Norwegian University of Science and Technology (NTNU), Gjøvik, Norway

2. Department of Computer Science (IDI), Norwegian University of Science and Technology (NTNU), Gjøvik, Norway

Funder

Research Council of Norway through the SOCYTI Project

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/6287639/10380310/10477989.pdf?arnumber=10477989

Reference61 articles.

1. Social media and free speech: A collision course that threatens democracy;Johnson;Ohio Northern Univ. Law Rev.,2023

2. A review on fake news detection 3T’s: typology, time of detection, taxonomies

3. Disinformation detection on social media: An integrated approach

4. Content-Based Fake News Detection With Machine and Deep Learning: a Systematic Review

5. Misinformation about fake news: A systematic critical review of empirical studies on the phenomenon and its status as a ‘threat’

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1. Social media’s dark secrets: A propagation, lexical and psycholinguistic oriented deep learning approach for fake news proliferation;Expert Systems with Applications;2024-12

2. Dissecting the infodemic: An in-depth analysis of COVID-19 misinformation detection on X (formerly Twitter) utilizing machine learning and deep learning techniques;Heliyon;2024-09

3. A robust hybrid approach with product context-aware learning and explainable AI for sentiment analysis in Amazon user reviews;Electronic Commerce Research;2024-08-31

4. BERTGuard: Two-Tiered Multi-Domain Fake News Detection with Class Imbalance Mitigation;Big Data and Cognitive Computing;2024-08-16

5. Securing tomorrow: a comprehensive survey on the synergy of Artificial Intelligence and information security;AI and Ethics;2024-07-30

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