Minds, Machines, and Misinformation: Decoding Bias, Algorithms, and Trust
暫譯: 心智、機器與錯誤資訊:解碼偏見、演算法與信任
Shin, Don Donghee
- 出版商: Elsevier
- 出版日期: 2025-08-18
- 售價: $6,470
- 貴賓價: 9.5 折 $6,147
- 語言: 英文
- 頁數: 248
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443161046
- ISBN-13: 9780443161049
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Algorithms have become the key organizer through which power is enacted in our society. A huge amount of data regarding our daily routines are monitored and analyzed to make recommendations that manage, control, and lead our behaviors in everyday life. AI, Humans, and Misinformation: How Does AI Alter Human Behavior and How Do Humans Influence Algorithmic Misinformation? is a guide to understanding the dynamics of AI and misinformation in human contexts by addressing meaningful questions--How does AI alter human behavior and how do humans influence algorithmic decision-making? In answering these questions, this book examines the role of misinformation, disinformation, and fake news, and shows readers how to develop AI methods and algorithms that combat misinformation by using AI design choices that provide users and developers alike with meaningful control over AI. This book brings together various perspectives on algorithms into an integrated conceptual framework, and provides a broad socio-technical analysis, addressing critical and ethical issues of misinformation and fake news. The book offers a compelling insight into the misinformation phenomenon and the future of AI-based society. Readers will find an integrated technical analysis of the logic and social implications of algorithmic processes. Reporting from the cutting edge of critical technical methods and research, the result is useful and constructive for developing the relations between algorithms and humans. This is an imperative methodology for understanding what is at stake as industry and government use AI to reshape the world.
商品描述(中文翻譯)
演算法已成為我們社會中權力施行的關鍵組織者。大量有關我們日常生活的數據被監控和分析,以提出建議,管理、控制並引導我們的日常行為。《AI、人體與錯誤資訊:AI如何改變人類行為,以及人類如何影響演算法錯誤資訊?》是一本旨在理解AI與人類情境中錯誤資訊動態的指南,通過提出有意義的問題來探討——AI如何改變人類行為,人類又如何影響演算法決策?在回答這些問題時,本書檢視了錯誤資訊、假資訊和假新聞的角色,並向讀者展示如何開發對抗錯誤資訊的AI方法和演算法,利用AI設計選擇為用戶和開發者提供有意義的控制。本書將各種對演算法的觀點整合成一個綜合概念框架,並提供廣泛的社會技術分析,探討錯誤資訊和假新聞的關鍵與倫理問題。本書對錯誤資訊現象及基於AI的社會未來提供了引人入勝的見解。讀者將發現對演算法過程的邏輯和社會影響的綜合技術分析。從尖端的關鍵技術方法和研究報導,結果對於發展演算法與人類之間的關係是有用且具建設性的。這是一種理解行業和政府如何利用AI重塑世界所面臨風險的必要方法論。