AI with Integrity: Shaping Ethical, Transparent, and Equitable Urban Futures
暫譯: 具誠信的人工智慧：塑造道德、透明且公平的城市未來
Sargiotis, Dimitrios
- 出版商: Springer
- 出版日期: 2026-09-03
- 售價: $8,170
- 貴賓價: 9.5 折 $7,761
- 語言: 英文
- 頁數: 332
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032311322
- ISBN-13: 9783032311320
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相關分類:
Reinforcement
海外代購書籍(需單獨結帳)
商品描述
This book presents a powerful ethical statement for the integration of Artificial Intelligence (AI) into urban environments, challenging technocratic assumptions by grounding smart city innovation in the principles of fairness, transparency, accountability, sustainability, and privacy. It establishes that intelligent urban systems cannot merely optimize performance--they must be morally legible, socially just, and legally compliant. The book argues that the city of the future must be governed not just by data, but by dignity, not just by efficiency, but by equity. The discussion begins by tackling the structural problem of algorithmic bias in urban AI systems, particularly in predictive policing, public service allocation, and transport optimization. Through a mathematically rigorous framework that includes Adversarial Debiasing, Fairness-Constrained Optimization, and Fairness-Aware Reinforcement Learning, the book introduces adaptive models that correct historical inequalities without compromising performance.
商品描述(中文翻譯)
這本書提出了一個強有力的倫理聲明，主張將人工智慧（AI）整合進城市環境中，挑戰技術官僚的假設，並將智慧城市創新根植於公平、透明、問責、可持續性和隱私的原則。書中確立了智能城市系統不能僅僅優化性能——它們必須在道德上是可理解的、社會上是公正的，並且在法律上是合規的。這本書主張，未來的城市必須不僅由數據治理，還要由尊嚴治理，不僅由效率治理，還要由公平治理。討論首先針對城市AI系統中的算法偏見結構性問題，特別是在預測性警務、公共服務分配和交通優化方面。通過一個數學上嚴謹的框架，包括對抗性去偏見、受限公平優化和公平感知強化學習，這本書介紹了自適應模型，這些模型在不妥協性能的情況下修正歷史不平等。
作者簡介
Dr. Dimitrios Sargiotis is a Faculty Dr. and Deputy Director of the PC-Laboratories within the Digital Technology Laboratory for Technical Projects at the School of Civil Engineering, National Technical University of Athens. With more than three decades of academic and professional experience, he stands at the intersection of Artificial Intelligence, Computer Science, Data Governance, and Civil Engineering, pioneering the digital transformation of infrastructures, cities, and societies.
He has authored seventeen scholarly books, one hundred thirty-seven book chapters, and over fifty scientific publications, articles, research reports, and other scholarly contributions disseminated through Springer and other prestigious international outlets, establishing himself as one of the leading voices in AI for Smart Cities, Digital Twins, Intelligent Transportation Systems, Green and Sustainable Infrastructure, and Human-Centric AI. His frameworks emphasize ethics, explainability, and governance, aligning technological innovation with public value and societal well-being.
Dr. Sargiotis provides leadership in European Commission-funded research projects, serves as a reviewer and program committee member for international journals and conferences, and collaborates with esteemed organizations, including Springer, the Programming Research Group of Paris, and the Union of Computer Engineers and Communications of Greece.
Beyond academia, he is an advocate of life-long learning, physical well-being, and cultural engagement, embodying a vision where scientific rigor, ethical responsibility, and human creativity converge. His career demonstrates how Artificial Intelligence can act as a catalyst for sustainable development, social justice, and the flourishing of digitally governed societies worldwide.
作者簡介(中文翻譯)
德米特里奧斯·薩基奧提斯博士是雅典國立技術大學土木工程學院數位技術實驗室技術專案的PC實驗室副主任及教職員。擁有超過三十年的學術和專業經驗，他位於人工智慧、計算機科學、數據治理和土木工程的交匯點，開創了基礎設施、城市和社會的數位轉型。
他已出版十七本學術書籍、一百三十七章書籍章節，以及五十多篇科學出版物、文章、研究報告和其他學術貢獻，這些作品透過Springer及其他知名國際平台發表，確立了他在智慧城市、數位雙胞胎、智慧交通系統、綠色與可持續基礎設施以及以人為本的人工智慧領域的領導地位。他的框架強調倫理、可解釋性和治理，將技術創新與公共價值和社會福祉相結合。
薩基奧提斯博士在歐洲委員會資助的研究專案中提供領導，擔任國際期刊和會議的審稿人及程序委員會成員，並與包括Springer、巴黎程式設計研究小組及希臘計算機工程師與通訊聯盟等知名組織合作。
在學術界之外，他是終身學習、身心健康和文化參與的倡導者，體現了一種科學嚴謹、倫理責任和人類創造力交匯的願景。他的職業生涯展示了人工智慧如何成為可持續發展、社會正義和數位治理社會繁榮的催化劑。
