COVID-19 fake news detection: A hybrid CNN-BiLSTM-AM model

Huosong Xia; Yuan Wang; Justin Zuopeng Zhang; Leven J. Zheng; Muhammad Mustafa Kamal; Varsha Arya

doi:10.1016/j.techfore.2023.122746

COVID-19 fake news detection: A hybrid CNN-BiLSTM-AM model

Huosong Xia, Yuan Wang, Justin Zuopeng Zhang, Leven J. Zheng, Muhammad Mustafa Kamal, Varsha Arya

Coggin College of Business

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	122746
Journal	Technological Forecasting and Social Change
Volume	195
DOIs	https://doi.org/10.1016/j.techfore.2023.122746
State	Published - Oct 2023
Externally published	Yes

ASJC Scopus Subject Areas

Business and International Management
Applied Psychology
Management of Technology and Innovation

Keywords

Attention Mechanism
Bidirectional Long Short-Term Memory Networks
Convolutional Neural Networks
COVID-19
Deep learning
Fake news

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10.1016/j.techfore.2023.122746

Cite this

@article{eb8b33cd76734085aa891cbf1291f7b3,

title = "COVID-19 fake news detection: A hybrid CNN-BiLSTM-AM model",

keywords = "Attention Mechanism, Bidirectional Long Short-Term Memory Networks, Convolutional Neural Networks, COVID-19, Deep learning, Fake news",

author = "Huosong Xia and Yuan Wang and Zhang, {Justin Zuopeng} and Zheng, {Leven J.} and Kamal, {Muhammad Mustafa} and Varsha Arya",

note = "Publisher Copyright: {\textcopyright} 2023 Elsevier Inc.",

year = "2023",

month = oct,

doi = "10.1016/j.techfore.2023.122746",

language = "English",

volume = "195",

}

TY - JOUR

T1 - COVID-19 fake news detection

T2 - A hybrid CNN-BiLSTM-AM model

AU - Xia, Huosong

AU - Wang, Yuan

AU - Zhang, Justin Zuopeng

AU - Zheng, Leven J.

AU - Kamal, Muhammad Mustafa

AU - Arya, Varsha

PY - 2023/10

Y1 - 2023/10

KW - Attention Mechanism

KW - Bidirectional Long Short-Term Memory Networks

KW - Convolutional Neural Networks

KW - COVID-19

KW - Deep learning

KW - Fake news

UR - http://www.scopus.com/inward/record.url?scp=85166217886&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85166217886&partnerID=8YFLogxK

U2 - 10.1016/j.techfore.2023.122746

DO - 10.1016/j.techfore.2023.122746

M3 - Article

AN - SCOPUS:85166217886

SN - 0040-1625

VL - 195

JO - Technological Forecasting and Social Change

JF - Technological Forecasting and Social Change

M1 - 122746

ER -

COVID-19 fake news detection: A hybrid CNN-BiLSTM-AM model

ASJC Scopus Subject Areas

Keywords

Access to Document

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