The Cambridge Handbook of Behavioural Data Science
暫譯: 劍橋行為數據科學手冊

Pogrebna, Ganna, Hills, Thomas T.

  • 出版商: Cambridge
  • 出版日期: 2026-06-18
  • 售價: $4,000
  • 貴賓價: 9.8$3,920
  • 語言: 英文
  • 頁數: 834
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1108940560
  • ISBN-13: 9781108940566
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

商品描述

The Cambridge Handbook of Behavioural Data Science offers an essential exploration of how behavioural science and data science converge to study, predict, and explain human, algorithmic, and systemic behaviours. Bringing together scholars from psychology, economics, computer science, engineering, and philosophy, the Handbook presents interdisciplinary perspectives on emerging methods, ethical dilemmas, and real-world applications. Organised into modular parts-Human Behaviour, Algorithmic Behaviour, Systems and Culture, and Applications--it provides readers with a comprehensive, flexible map of the field. Covering topics from cognitive modelling to explainable AI, and from social network analysis to ethics of large language models, the Handbook reflects on both technical innovations and the societal impact of behavioural data, and reinforces concepts in online supplementary materials and videos. The book is an indispensable resource for researchers, students, practitioners, and policymakers who seek to engage critically and constructively with behavioural data in an increasingly digital and algorithmically mediated world.

商品描述(中文翻譯)

《劍橋行為數據科學手冊》提供了一個重要的探索,研究行為科學與數據科學如何交匯,以研究、預測和解釋人類、算法和系統行為。手冊匯集了來自心理學、經濟學、計算機科學、工程學和哲學的學者,呈現出對新興方法、倫理困境和現實應用的跨學科視角。手冊分為模組化部分——人類行為、算法行為、系統與文化,以及應用——為讀者提供了一個全面且靈活的領域地圖。涵蓋從認知建模到可解釋的人工智慧(explainable AI),以及從社交網絡分析到大型語言模型的倫理等主題,手冊反映了技術創新與行為數據的社會影響,並在在線補充材料和視頻中強化概念。這本書是研究人員、學生、實務工作者和政策制定者不可或缺的資源,旨在幫助他們在日益數位化和算法中介的世界中,批判性和建設性地參與行為數據的研究。

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