AI-Driven Finance in the VUCA World
暫譯: VUCA世界中的AI驅動金融

Yadav, Ashutosh, Alam, Mansaf, Chaudhary, Kiran

  • 出版商: Auerbach Publication
  • 出版日期: 2025-08-13
  • 售價: $8,650
  • 貴賓價: 9.5$8,218
  • 語言: 英文
  • 頁數: 322
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032758988
  • ISBN-13: 9781032758985
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

In today's world, characterized by volatility, uncertainty, complexity, and ambiguity (VUCA), traditional finance is no longer sufficient to meet the challenges of fast-paced and interconnected global markets. To thrive in this dynamic environment, financial institutions, professionals, and policymakers are increasingly turning to AI. AI-Driven Finance in the VUCA World explores how AI is becoming ever more critical in the financial industry.

The book looks at the impact of AI on investment strategies. AI-powered algorithms exhibit the capacity to scrutinize extensive datasets to unveil masked patterns and investment opportunities. From quantitative trading algorithms adept at capitalizing on market inefficiencies to robot-advisors offering individualized investment counsel, AI profoundly reconfigures the investment landscape. In a VUCA world, risk management is paramount, and regulatory scrutiny is tighter than ever. AI's ability to assess risks in real-time is critical in identifying anomalies and predicting potential crises. The book examines how AI enhances risk assessment, fraud detection, and compliance to provide institutions with a proactive edge in safeguarding operations and assets. The book also looks at:

  • AI-driven chatbots, virtual assistants, and recommendation engines that revolutionize customer interactions, enhance engagement, and improve retention rates.
  • The ethical challenges surrounding AI in finance, including bias in algorithms, data privacy, and the responsible use of AI.
  • Case studies on how AI can solve specific industry challenges and drive innovation.

The future of finance is intertwined with AI, and the book looks to this future by discussing emerging trends and possibilities. It explores the potential of quantum computing in finance, the role of AI in sustainability and ESG investing, and the implications of AI-powered regulatory technologies. Seeking to provide valuable insights for financial professionals, the book is equally valuable to researchers, policymakers, and anyone interested in the future of finance. It bridges the gap between theory and practice, offering actionable insights that can be immediately applied in the real world.

商品描述(中文翻譯)

在當今這個充滿波動性、不確定性、複雜性和模糊性的世界(VUCA)中,傳統金融已無法滿足快速變化和相互聯繫的全球市場所帶來的挑戰。為了在這個動態環境中蓬勃發展,金融機構、專業人士和政策制定者越來越多地轉向人工智慧(AI)。在VUCA世界中的AI驅動金融探討了AI在金融行業中變得越來越重要的方式。

本書探討了AI對投資策略的影響。AI驅動的算法展現了分析大量數據集以揭示隱藏模式和投資機會的能力。從能夠利用市場低效的量化交易算法到提供個性化投資建議的機器人顧問,AI深刻地重塑了投資格局。在VUCA世界中,風險管理至關重要,監管審查比以往任何時候都更加嚴格。AI即時評估風險的能力對於識別異常和預測潛在危機至關重要。本書探討了AI如何增強風險評估、詐騙檢測和合規性,為機構提供主動保護運營和資產的優勢。本書還探討了:


  • AI驅動的聊天機器人、虛擬助手和推薦引擎,徹底改變客戶互動,增強參與度並提高留存率。

  • 圍繞金融中AI的倫理挑戰,包括算法偏見、數據隱私和負責任使用AI。

  • 案例研究,展示AI如何解決特定行業挑戰並推動創新。

金融的未來與AI息息相關,本書通過討論新興趨勢和可能性來展望這一未來。它探討了量子計算在金融中的潛力、AI在可持續性和ESG投資中的角色,以及AI驅動的監管技術的影響。旨在為金融專業人士提供有價值的見解,本書對研究人員、政策制定者以及任何對金融未來感興趣的人同樣具有價值。它彌合了理論與實踐之間的鴻溝,提供可立即應用於現實世界的可行見解。

作者簡介

Dr. Ashutosh Yadav is an Assistant Professor at Hansraj College, University of Delhi, India.

Dr. Mansaf Alam is a Professor in the Department of Computer Science, Faculty of Natural Sciences, Jamia Millia Islamia, India.

Dr. Kiran Chaudhary is an Associate Professor in the Department of Commerce, Shivaji College, University of Delhi, India.

作者簡介(中文翻譯)

阿修托什·雅達夫博士是印度德里大學漢斯拉吉學院的助理教授。
曼薩夫·阿拉姆博士是印度賈米亞米利亞伊斯蘭大學自然科學院計算機科學系的教授。
基蘭·喬杜里博士是印度德里大學希瓦吉學院商學系的副教授。