相關主題
商品描述
Taking a broad, multidisciplinary approach to the ethical, legal, and practical dimensions of developing AI, the book puts key issues such as bias, transparency, accountability, and privacy at center stage. From computer science through law and ethics into policy, it lays down the roadmap on which developers, data scientists, and policymakers could bring AI technologies properly attuned to societal values. This book can be read as a resource for those who want to be able to guide the development and deployment of responsibly controlled AI systems.
商品描述(中文翻譯)
本書以廣泛且跨學科的方式，探討 AI 開發在倫理、法律與實務層面的各項議題，並將偏見、透明度、問責制與隱私等關鍵問題置於核心位置。內容從 computer science 延伸至法律與倫理，再進一步探討政策，為開發人員、資料科學家與政策制定者制定清晰的路線圖，協助他們打造真正符合社會價值的 AI 技術。本書也可作為實用資源，提供給希望引導 AI 系統以負責任且受妥善管控的方式進行開發與部署的讀者。
作者簡介
Deepak Kumar Jain is an Associate Professor at the Dalian University of Technology, Dalian, China. He holds Postdoctoral degree in Computer Vision from ARMTEC Tecnologia em Robótica, a PhD in Pattern Recognition and Intelligent System from the University of Chinese Academy of Sciences. He has developed a novel Iris recognition algorithm for the Aadhar Card (an identity card) system (in India) and explored new methods and applications of Deep Reinforcement Learning. He has published numerous publications in SCI/SCIE/Web of science indexed journal.
Kirti Raj Bhatele is an Assistant Professor in the Department of CSE in RJIT, Border Security Force Academy, Tekanpur, Gwalior, India. He has 10 years of teaching and research experience, and has published many research papers in high impact factor peer reviewed journals/conferences. He has received three government research fellowships from the Madhya Pradesh Council of Science and Technology, Bhopal, India. His research interest lies in Image Processing, Medical Image Processing, Machine learning and Cyber security etc.
Deepak Garg is PhD in Computer Science with specialization in Efficient Algorithm Design. With 25 years of experience, he has worked as Professor and Dean, School of Computer Science at Thapar Institute of Engineering and Technology, Patiala and Bennett University, Greater Noida. He is Distinguished Professor in Artificial Intelligence and known as one of the top voices in the country on AI. He is leading the largest Development, Skilling and Research initiative in AI in India with more than 1000 institutional collaborators.
Gaurav Dhiman holds a PhD in Computer Engineering from Thapar Institute of Engineering & Technology, Patiala, and has also completed a Master's Degree in Computer Applications from the same institute. He is an Assistant Professor in the School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala. His research has been recognized at the highest level, as he has been named one of the world's top researchers by Clarivate Analytics as world's top 1% and by Stanford University, USA list of world's top 2% scientists.
作者簡介(中文翻譯)
Deepak Kumar Jain 是中國大連大連理工大學的副教授。他取得 ARMTEC Tecnologia em Robótica 的 Computer Vision 博士後研究學位，以及中國科學院大學的 Pattern Recognition and Intelligent System 博士學位。他為印度 Aadhaar Card（身分證）系統開發了新穎的 Iris recognition 演算法，並探索 Deep Reinforcement Learning 的新方法與應用。他已在 SCI／SCIE／Web of Science 收錄的期刊發表多篇論文。
Kirti Raj Bhatele 是印度瓜廖爾 Tekanpur 邊境安全部隊學院（Border Security Force Academy）RJIT 電腦科學與工程（CSE）系的助理教授。他擁有 10 年的教學與研究經驗，並在高影響因子、具同儕審查制度的期刊與會議中發表多篇研究論文。他曾獲得印度博帕爾 Madhya Pradesh Council of Science and Technology 頒發的三項政府研究獎學金。他的研究興趣包括 Image Processing、Medical Image Processing、Machine Learning、Cybersecurity 等。
Deepak Garg 擁有 Computer Science 博士學位，專長為 Efficient Algorithm Design。他具有 25 年的工作經驗，曾任印度帕蒂亞拉 Thapar Institute of Engineering and Technology 及大諾伊達 Bennett University 電腦科學學院教授兼院長。他目前是 Artificial Intelligence 領域的特聘教授，也是印度 AI 領域最具影響力的專家之一。他在印度領導規模最大的 AI 開發、人才培訓與研究計畫，合作機構超過 1,000 所。
Gaurav Dhiman 取得帕蒂亞拉 Thapar Institute of Engineering & Technology 的 Computer Engineering 博士學位，並於同一所學院完成 Computer Applications 碩士學位。他是帕蒂亞拉 Jagat Guru Nanak Dev Punjab State Open University 科學與新興科技學院的助理教授。他的研究成果獲得高度肯定，被 Clarivate Analytics 評選為全球排名前 1% 的頂尖研究人員，並入選美國 Stanford University 公布的全球前 2% 頂尖科學家名單。
