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arXiv 2309.12363cs.CYcs.AI

调查在线金融错误信息及其后果:一种计算视角

Investigating Online Financial Misinformation and Its Consequences: A Computational Perspective

Illinois Institute of Technology(伊利诺伊理工学院)

Aman Rangapur, Haoran Wang, Kai Shu

AI总结:

本文从计算视角系统综述了在线金融错误信息的类型、来源与影响,并通过案例分析强调早期检测和缓解策略对保护投资者、增强市场透明度及维护金融稳定的重要作用。

摘要:

信息通过数字平台的快速传播已经彻底改变了我们获取和消费新闻与信息的方式,尤其是在金融领域。然而,这一数字时代也引发了金融错误信息的惊人扩散,这可能对个人、市场和整体经济产生有害影响。本研究论文旨在对在线金融错误信息进行全面综述,涵盖其类型、来源和影响。我们首先讨论金融错误信息的特征和表现形式,包括虚假声明和误导性内容。我们探讨多个案例研究,以说明金融错误信息对经济造成的有害后果。最后,我们强调检测金融错误信息的潜在影响和意义。早期检测和缓解策略有助于保护投资者、增强市场透明度并维护金融稳定。我们强调提高意识、教育和监管的重要性,以应对在线金融错误信息问题,并保护个人和企业免受其有害影响。总之,本研究论文揭示了在线金融错误信息这一普遍存在的问题及其广泛后果。通过理解错误信息的类型、来源和影响,利益相关者可以努力实施有效的检测和预防措施,以培育一个信息更充分、更具韧性的金融生态系统。

英文摘要:

The rapid dissemination of information through digital platforms has revolutionized the way we access and consume news and information, particularly in the realm of finance. However, this digital age has also given rise to an alarming proliferation of financial misinformation, which can have detrimental effects on individuals, markets, and the overall economy. This research paper aims to provide a comprehensive survey of online financial misinformation, including its types, sources, and impacts. We first discuss the characteristics and manifestations of financial misinformation, encompassing false claims and misleading content. We explore various case studies that illustrate the detrimental consequences of financial misinformation on the economy. Finally, we highlight the potential impact and implications of detecting financial misinformation. Early detection and mitigation strategies can help protect investors, enhance market transparency, and preserve financial stability. We emphasize the importance of greater awareness, education, and regulation to address the issue of online financial misinformation and safeguard individuals and businesses from its harmful effects. In conclusion, this research paper sheds light on the pervasive issue of online financial misinformation and its wide-ranging consequences. By understanding the types, sources, and impacts of misinformation, stakeholders can work towards implementing effective detection and prevention measures to foster a more informed and resilient financial ecosystem.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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