Debiasing AI: Rethinking the Intersection of Innovation and Sustainability
暫譯: 去偏見的人工智慧：重新思考創新與可持續性的交集

Shin, Donghee

Debiasing AI: Rethinking the Intersection of Innovation and Sustainability
  • 出版商: Routledge
  • 出版日期: 2025-04-16
  • 售價: $2,500
  • 貴賓價: 9.5 折 $2,375
  • 語言: 英文
  • 頁數: 294
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032869771
  • ISBN-13: 9781032869773

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商品描述

In an era where artificial intelligence (AI) drives unprecedented change, Debiasing AI examines the vital intersection of technology, innovation, and sustainability. This book confronts the pressing challenge of bias in AI systems, exploring its far-reaching implications for fairness, trust, and ethical practices. Through a multidisciplinary lens, the author examines how human biases are embedded in large language models, amplified by coded machine learning, and propagated through trained algorithms. Practical strategies are offered to address these issues, paving the way for the development of more equitable and inclusive AI technologies.

With actionable insights, empirical case studies, and theoretical frameworks, Debiasing AI offers a roadmap for designing AI technologies that are not only innovative but also ethically sound and equitable. A must-read for scholars, industry leaders, and policymakers, this book inspires a reimagining of AI's role in creating a fairer and more sustainable future.

商品描述(中文翻譯)

在人工智慧（AI）驅動前所未有變革的時代，去偏見人工智慧 探討了技術、創新與可持續性之間的重要交集。本書面對AI系統中偏見的迫切挑戰，探討其對公平性、信任和倫理實踐的深遠影響。作者透過多學科的視角，檢視人類偏見如何嵌入大型語言模型中，並透過編碼的機器學習被放大，最終由訓練過的算法傳播。書中提供了實用的策略來解決這些問題，為開發更公平和包容的AI技術鋪平道路。

透過可行的見解、實證案例研究和理論框架，去偏見人工智慧 提供了一個設計不僅具創新性而且倫理上合理和公平的AI技術的藍圖。本書是學者、業界領袖和政策制定者必讀的作品，激發了對AI在創造更公平和可持續未來中角色的重新想像。

作者簡介

Donghee "Don" Shin is a Professor at Texas Tech University, USA. His work contributes to the role of online algorithmic intermediaries in shaping people's online consumption. He has published widely in both communication and information systems. He served as the Principal Investigator of a large-scale national research project. He was awarded an Endowed Chair Professorship by the Ministry of Education in Korea as well as a Samsung Endowed Chair. He also served as Regent Professor at Sungkyunkwan University from 2009 to 2016. Shin was inducted as a Fellow of the International Communication Association (ICA Fellow).

作者簡介(中文翻譯)

董熙 'Don' 辛是美國德州科技大學的教授。他的研究貢獻於線上演算法中介在塑造人們線上消費中的角色。他在傳播學和資訊系統領域發表了大量的研究成果。他曾擔任一個大型國家研究計畫的首席研究員。他獲得了韓國教育部頒發的特聘教授職位以及三星特聘教授。他還曾於2009年至2016年間擔任成均館大學的校監教授。辛教授被選為國際傳播協會（ICA）院士。

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