Human-Centric Artificial Intelligence: Human-Technology Integration
暫譯: 以人為本的人工智慧：人與科技的整合
Misra, Sanjay, Traymbak, Shruti, Chockalingam, Sabarathinam
相關主題
商品描述
In an era where Artificial Intelligence (AI) is reshaping every facet of our society, this book focuses on how to design AI systems that prioritize human values and needs. It provides a deep dive into the principles of human-centric AI, exploring how technology can be designed around human values and needs to advance our prosperity and quality of life. This book emphasizes crucial aspects such as accountability, safety, security, and transparency, demonstrating their role in developing ethical and effective AI solutions. It also addresses the dynamics between human-AI collaboration and intelligence augmentation, highlighting the significance of human-in-the-loop approaches to ensure AI systems are both explainable and interpretable.
Readers will gain insights into responsible AI practices, including addressing safety, security, and privacy issues, emphasizing user-centred design, which is vital for creating trustworthy AI that meets human needs and societal values across real-world and safety-critical contexts. With a blend of empirical case studies and theoretical analysis, this book showcases the potential of humancentric AI and guides integrating technology with human values.
Key Features:
- Explores the crucial and contemporary subject of human-centric AI, focusing on how AI can be designed and implemented to prioritize human values and enhance user experience in today's rapidly evolving technological landscape.
- Covers the application of human-centric AI in various essential sectors, including healthcare, energy, transportation, and Industry 4.0. It provides practical insights into how AI can be harmonized with human needs to improve outcomes in these critical areas.
- Serves as a foundational text for both industry practitioners and academics. It combines theoretical frameworks with practical applications, offering a robust understanding of human-centric design principles and their real-world implementation.
- With its focus on integrating human values into AI systems, this book has the potential to become a highly influential and widely recognized resource in the field of AI.
- Addresses pressing issues such as ethical considerations, privacy, and the impact of AI on various domains, this book is well-positioned to be highly cited. It tackles real-world problems including data protection, user trust, and societal impacts, making it a valuable reference for future research and discussions in the AI community.
商品描述(中文翻譯)
在人工智慧（Artificial Intelligence，AI）重塑社會各個層面的時代，本書聚焦於如何設計以人類價值與需求為優先的 AI 系統。本書深入探討以人為本的 AI（human-centric AI）原則，說明如何圍繞人類價值與需求設計技術，以促進繁榮並提升生活品質。本書強調問責、安全性、資安與透明度等關鍵面向，展示這些要素在開發符合倫理且有效的 AI 解決方案中所扮演的角色。此外，本書也探討人機協作與智慧增強之間的互動關係，凸顯人在迴路（human-in-the-loop）方法的重要性，以確保 AI 系統具備可解釋性與可理解性。
讀者將深入了解負責任的 AI 實務，包括處理安全性、資安與隱私問題，並強調以使用者為中心的設計。這對於打造值得信賴、能在真實世界與安全關鍵情境中滿足人類需求及社會價值的 AI 至關重要。本書結合實證案例研究與理論分析，展現以人為本的 AI 所具備的潛力，並引導讀者將技術與人類價值加以整合。
主要特色：
• 探討以人為本的 AI 這項重要且符合當代需求的主題，聚焦於如何設計與實作 AI，使其優先考量人類價值，並在今日快速演進的技術環境中提升使用者體驗。
• 涵蓋以人為本的 AI 在多個重要領域中的應用，包括醫療保健、能源、運輸與 Industry 4.0。本書提供實務洞見，說明如何讓 AI 與人類需求協調一致，以改善這些關鍵領域的成果。
• 可作為產業實務工作者與學術研究人員的基礎讀本。本書結合理論架構與實務應用，提供對以人為本的設計原則及其實際落地方式的扎實理解。
• 本書著重於將人類價值整合至 AI 系統中，因此有潛力成為 AI 領域中極具影響力且廣受認可的資源。
• 本書探討倫理考量、隱私，以及 AI 對各個領域所造成的影響等迫切議題，具備成為高引用率著作的條件。本書處理資料保護、使用者信任與社會影響等真實世界問題，因而能成為 AI 社群未來研究與討論的重要參考資料。
作者簡介
Dr. Sanjay Misra is a Senior Scientist at the Institute for Energy Technology (IFE), Norway, and a globally recognized expert in Digital Sovereignty, Applied Informatics, and human-centric AI. A Senior Member of IEEE, he has received prestigious awards, including the IET Software Premium Award. He has edited over 100 books and delivered 100+ keynotes worldwide, serving as Editor-in-Chief of several leading journals.
Dr. Shruti Traymbak is a Professor at GL Bajaj Institute of Management and Technology, India, specializing in Human Resource (HR) Management, HR Analytics, and Business Analytics. With a PhD from Birla Institute of Technology (BIT) Mesra, Ranchi. She has published extensively in Australian Business Deans Council (ABDC) and Scopus-indexed journals. Her work bridges human behavior, analytics, and organizational intelligence in data-driven environments.
Dr. Sabarathinam Chockalingam is a Senior Researcher in Cyber Security at IFE, Norway. He has extensive experience leading and contributing to national and international research projects and OECD Nuclear Energy Agency (NEA) initiatives. His work focuses on cyber security, risk management, safety, and human-centric AI for protection of critical infrastructures. He provides leadership through editorial service to reputable journals.
Dr. Morgan Kjølerbakken is a Physicist and Computer Scientist, and Head of Department at IFE, Norway, specializing in Data Science and AI. He is also an Associate Professor at the University of Oslo and a serial entrepreneur involved in successful startups. His interdisciplinary research spans AI, signal processing, and sensor technologies, driving innovation across academia and industry.
Dr. Per Øivind Braarud is a Principal Scientist and Head of Department at IFE, Norway, with a PhD in Cognitive Psychology from the Norwegian University of Science and Technology (NTNU). He is an expert in human factors, cognitive workload, and team performance in safety-critical systems. His work also focuses on human-AI/human-technology interaction in high-risk industries.
作者簡介(中文翻譯)
Dr. Sanjay Misra 是挪威 Institute for Energy Technology（IFE）的資深科學家，也是 Digital Sovereignty（數位主權）、Applied Informatics（應用資訊學）與以人為本 AI 領域的全球知名專家。他是 IEEE 資深會員，曾獲得包括 IET Software Premium Award 在內的多項重要獎項。他已編輯逾 100 本書，並在全球發表 100 多場主題演講，同時擔任多份頂尖期刊的總編輯。
Dr. Shruti Traymbak 是印度 GL Bajaj Institute of Management and Technology 的教授，專長為 Human Resource（HR）Management（人力資源管理）、HR Analytics（人力資源分析）與 Business Analytics（商業分析）。她取得 Birla Institute of Technology（BIT）Mesra, Ranchi 的博士學位，並在 Australian Business Deans Council（ABDC）與 Scopus 收錄期刊發表大量研究成果。她的研究在資料驅動環境中，連結人類行為、分析技術與組織智慧。
Dr. Sabarathinam Chockalingam 是挪威 IFE 的 Cyber Security（網路安全）資深研究員。他在領導及參與國家與國際研究計畫，以及 OECD Nuclear Energy Agency（NEA）相關倡議方面，擁有豐富經驗。他的研究聚焦於網路安全、風險管理、安全性，以及用於保護關鍵基礎設施的以人為本 AI。他也透過擔任知名期刊的編輯，提供專業領導與貢獻。
Dr. Morgan Kjølerbakken 是物理學家與電腦科學家，並擔任挪威 IFE 的部門主管，專長為 Data Science（資料科學）與 AI。他同時也是 University of Oslo 的副教授，並以連續創業者身分參與多家成功的新創公司。他的跨學科研究涵蓋 AI、訊號處理與感測器技術，持續推動學術界與產業界的創新。
Dr. Per Øivind Braarud 是挪威 IFE 的首席科學家兼部門主管，擁有 Norwegian University of Science and Technology（NTNU）的認知心理學博士學位。他是 Human Factors（人因）、Cognitive Workload（認知工作負荷）與 Safety-Critical Systems（安全關鍵系統）團隊效能領域的專家。他的研究也聚焦於高風險產業中的人機 AI／人機技術互動。
