A novel method of fusing Bert-LSTM and XAI for social media disinformation identification

Huosong Xia; Nazrul Islam; Ding Zhu; Justin Z. Zhang; Abhishek Behl; Mohammad Roohanifar

doi:10.1007/s10479-026-07063-7

A novel method of fusing Bert-LSTM and XAI for social media disinformation identification

Huosong Xia
, Nazrul Islam
, Ding Zhu
, Justin Z. Zhang
, Abhishek Behl
, Mohammad Roohanifar

Manchester Metropolitan University

Producción científica: Article › revisión exhaustiva

Idioma original	English
Publicación	Annals of Operations Research
DOI	https://doi.org/10.1007/s10479-026-07063-7
Estado	Published - feb 24 2026
Publicado de forma externa	Sí

ASJC Scopus Subject Areas

General Decision Sciences
Management Science and Operations Research

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10.1007/s10479-026-07063-7

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keywords = "Deep learning, Disinformation, Explainable artificial intelligence, Social media",

author = "Huosong Xia and Nazrul Islam and Ding Zhu and Zhang, \{Justin Z.\} and Abhishek Behl and Mohammad Roohanifar",

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AU - Behl, Abhishek

AU - Roohanifar, Mohammad

N1 - Publisher Copyright: © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2026.

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Y1 - 2026/2/24

KW - Deep learning

KW - Disinformation

KW - Explainable artificial intelligence

KW - Social media

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JO - Annals of Operations Research

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