Spread of misinformation on social media: What contributes to it and how to combat it

S Chen, L **ao, A Kumar - Computers in Human Behavior, 2023 - Elsevier
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …

The state of human-centered NLP technology for fact-checking

A Das, H Liu, V Kovatchev, M Lease - Information processing & …, 2023 - Elsevier
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …

MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection

L Wu, Y Long, C Gao, Z Wang, Y Zhang - Information Fusion, 2023 - Elsevier
Fake news possesses a destructive and negative impact on our lives. With the rapid growth
of multimodal content in social media communities, multimodal fake news detection has …

Determinants of llm-assisted decision-making

E Eigner, T Händler - arxiv preprint arxiv:2402.17385, 2024 - arxiv.org
Decision-making is a fundamental capability in everyday life. Large Language Models
(LLMs) provide multifaceted support in enhancing human decision-making processes …

A survey on explainable fake news detection

K Mishima, H Yamana - IEICE TRANSACTIONS on Information and …, 2022 - search.ieice.org
The increasing amount of fake news is a growing problem that will progressively worsen in
our interconnected world. Machine learning, particularly deep learning, is being used to …

A systematic survey on explainable AI applied to fake news detection

AB Athira, SDM Kumar, AM Chacko - Engineering Applications of Artificial …, 2023 - Elsevier
The exponential proliferation of fake news in recent years has emphasized the demand for
automated fake news detection. Several techniques for detecting fake news have yielded …

Evaluating the impact of uncertainty visualization on model reliance

J Zhao, Y Wang, MV Mancenido… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Machine learning models have gained traction as decision support tools for tasks that
require processing copious amounts of data. However, to achieve the primary benefits of …

Explainable AI to Mitigate the Lack of Transparency and Legitimacy in Internet Moderation

TP Ferraz, CHD Duarte, MF Ribeiro… - Estudos …, 2024 - SciELO Brasil
ISTORICALLY, societies have always established norms of coexistence that impose limits
on individual rights. This was the case with the fundamental right to freedom of expression …

1+ 1> 2? Information, humans, and machines

T Lu, Y Zhang - Information Systems Research, 2024 - pubsonline.informs.org
With the explosive growth of data and the rapid rise of artificial intelligence and automated
working processes, humans inevitably fall into increasingly close collaboration with …

A comprehensive review of AI's impact on healthcare: revolutionizing diagnostics and patient care

M Ali - BULLET: Jurnal Multidisiplin Ilmu, 2023 - neliti.com
Patient care, diagnosis, and treatment could all be revolutionized by the use of artificial
intelligence (AI) in healthcare. This essay investigates the broad implications of AI in …