Artificial Intelligence in Automated Detection of Disinformation: A Thematic Analysis

Fátima C. Carrilho Santos
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引用次数: 4

Abstract

The increasing prevalence of disinformation has led to a growing interest in leveraging artificial intelligence (AI) for detecting and combating this phenomenon. This article presents a thematic analysis of the potential benefits of automated disinformation detection from the perspective of information sciences. The analysis covers a range of approaches, including fact checking, linguistic analysis, sentiment analysis, and the utilization of human-in-the-loop systems. Furthermore, the article explores how the combination of blockchain and AI technologies can be used to automate the process of disinformation detection. Ultimately, the article aims to consider the integration of AI into journalism and emphasizes the importance of ongoing collaboration between these fields to effectively combat the spread of disinformation. The article also addresses ethical considerations related to the use of AI in journalism, including concerns about privacy, transparency, and accountability.
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人工智能在虚假信息自动检测中的应用:专题分析
虚假信息的日益普遍导致人们越来越有兴趣利用人工智能(AI)来检测和打击这一现象。本文从信息科学的角度对自动虚假信息检测的潜在好处进行了专题分析。该分析涵盖了一系列方法,包括事实检查、语言分析、情感分析和人在循环系统的利用。此外,本文还探讨了如何将区块链和人工智能技术相结合,用于自动化虚假信息检测过程。最后,本文旨在考虑将人工智能融入新闻业,并强调这些领域之间持续合作的重要性,以有效打击虚假信息的传播。文章还讨论了与在新闻中使用人工智能相关的道德考虑,包括对隐私、透明度和问责制的担忧。
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