AI for Social Sciences: With an Introduction to Security, Privacy, Ethics and Society Impacts
暫譯: 社會科學中的人工智慧：安全、隱私、倫理與社會影響導論
Torra, Vicenç
- 出版商: Springer
- 出版日期: 2026-01-22
- 售價: $2,860
- 貴賓價: 9.5 折 $2,717
- 語言: 英文
- 頁數: 176
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032072158
- ISBN-13: 9783032072153
-
相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
The use of AI in social sciences is on the rise and gaining significant momentum. The book aims to demystify AI and its applications in social sciences by offering a straightforward description of its key concepts and tools, all in an easy-to-understand language.
The book delves into the fundamental elements of AI systems, shedding light on their capabilities as well as their inherent constraints. Moreover, the author explores AI tools that find applications in the realm of social sciences, including decision support systems rooted in machine learning, as well as knowledge-based. In addition, the book addresses the pertinent issues that, while not purely AI-related, are crucial in AI applications within the social sciences, most notably security and privacy considerations.
The content should be accessible to an audience ranging from undergraduate students to researchers and practitioners in the fields of AI and social sciences, assuming they possess a basic understanding of mathematics and a keen interest in the subject. This book is a bridge between the worlds of AI and social sciences, aiming to provide a fundamental understanding for those eager to explore the intersection of these two domains.
商品描述(中文翻譯)
人工智慧在社會科學中的應用正在上升並獲得顯著的動力。本書旨在揭開人工智慧及其在社會科學中應用的神秘面紗，通過提供簡單明瞭的關鍵概念和工具描述，讓讀者易於理解。
本書深入探討人工智慧系統的基本要素，闡明其能力及固有的限制。此外，作者還探討了在社會科學領域中應用的人工智慧工具，包括基於機器學習的決策支持系統以及知識基礎系統。此外，本書還討論了與人工智慧應用相關的重要議題，雖然這些議題並非純粹與人工智慧相關，但在社會科學中的人工智慧應用中至關重要，尤其是安全性和隱私考量。
內容應該對從本科生到人工智慧和社會科學領域的研究人員及實務工作者都能夠輕鬆理解，前提是他們具備基本的數學知識並對該主題有濃厚的興趣。本書是人工智慧與社會科學之間的橋樑，旨在為那些渴望探索這兩個領域交集的人提供基本的理解。
作者簡介
Vicenç Torra is Professor of Artificial Intelligence in the Dept. of Computing Science at Umeå University. He has a PhD in Computer Science / AI from Polytechnical University of Catalonia in 1994. He has held positions at Universitat Rovira i Virgili (Catalonia, Spain), Artificial Intelligence Research Institute - Spanish Council for Scientific Research (IIIA-CSIC), Skövde University (2014-2020, Professorship, Sweden), and Maynooth University (2018-2020, Professorship, Ireland). Additionally, he has undertaken visiting positions at Tsukuba University in Japan, and maintains a longstanding and fruitful collaboration with Japanese researchers. Torra's areas of expertise center on artificial intelligence, with a particular focus on data privacy and approximate reasoning (reasoning under uncertainty, fuzzy sets and systems). He is IEEE and EurAI fellow, and ISI elected member. He has written several books including "Fundamentals of artificial intelligence" (in Catalan, Open University Press, 2007), "Modeling Decisions" (with Y. Narukawa, Springer, 2007), "Scala: from a functional programming perspective" (Springer, 2016), "Guide to data privacy" (Springer, 2022).
作者簡介(中文翻譯)
Vicenç Torra 是烏梅奧大學計算科學系的人工智慧教授。他於1994年在加泰羅尼亞理工大學獲得計算機科學/人工智慧博士學位。他曾在西班牙加泰羅尼亞的羅維拉與維吉利大學（Universitat Rovira i Virgili）、西班牙科學研究委員會人工智慧研究所（IIIA-CSIC）、瑞典斯科夫德大學（Skövde University，2014-2020，教授）和愛爾蘭梅努斯大學（Maynooth University，2018-2020，教授）任職。此外，他還曾在日本筑波大學擔任訪問職位，並與日本研究人員保持長期且富有成效的合作。Torra 的專業領域集中在人工智慧，特別關注數據隱私和近似推理（不確定性推理、模糊集和系統）。他是IEEE和EurAI的院士，以及ISI的當選成員。他撰寫了幾本書籍，包括《人工智慧基礎》（加泰羅尼亞語，開放大學出版社，2007年）、《決策建模》（與Y. Narukawa合著，Springer，2007年）、《Scala：從函數式編程的角度》（Springer，2016年）、《數據隱私指南》（Springer，2022年）。
