Ai, Analytics and Strategic Decision-Making
暫譯: AI、分析與策略決策
Ujwary-Gil, Anna, Florek-Paszkowska, Anna
- 出版商: Routledge
- 出版日期: 2026-10-16
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 360
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032831138
- ISBN-13: 9781032831138
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相關分類:
Machine Learning、Data-mining、管理與領導 Management-leadership
尚未上市,無法訂購
相關主題
商品描述
AI, Analytics and Strategic Decision-Making is an insightful exploration into the transformative power of artificial intelligence and advanced analytics in business and policy contexts. This volume provides a unique blend of theoretical knowledge and practical applications, showcasing how AI and analytics are reshaping decision-making processes across multiple domains.
From predicting high-growth firms using Random Forests to leveraging Large Language Models for process mining, this book offers an extensive look at the latest innovations in AI and their strategic implications. It explores diverse topics, including the role of knowledge management in Industry 4.0, AI-powered decision-making tools for individuals, and public policy-making through Internet Public Opinion Analysis. Each chapter provides a nuanced perspective on how AI and analytics tools--ranging from Social Network Analysis to agent-based modeling--can tackle real-world challenges, such as climate change, resource allocation, and productivity enhancement.
AI, Analytics and Strategic Decision-Making will inspire entrepreneurs, policymakers, academics, and business strategists to think critically about the power of data-driven insights and AI technologies. This comprehensive resource dives into how innovative tools can foster informed decision-making, drive efficiency, and pave the way for strategic success in an increasingly complex world.
商品描述(中文翻譯)
《AI、Analytics 與策略決策》深入探討人工智慧與進階分析在商業及政策情境中的變革力量,提供富有洞見的分析。本書結合理論知識與實務應用,展現 AI 與分析技術如何重新形塑各個領域的決策流程。
從運用 Random Forests 預測高成長企業,到利用 Large Language Models 進行流程探勘,本書全面介紹 AI 領域的最新創新及其策略意涵。內容涵蓋多元主題,包括知識管理在 Industry 4.0 中的角色、以 AI 驅動的個人決策工具,以及透過網路公共輿情分析(Internet Public Opinion Analysis)制定公共政策。每一章都以細膩的觀點說明 AI 與分析工具——從社會網路分析(Social Network Analysis)到代理人基礎建模(agent-based modeling)——如何因應氣候變遷、資源配置與生產力提升等現實世界的挑戰。
《AI、Analytics 與策略決策》將啟發企業家、政策制定者、學術研究者與企業策略師,深入思考資料驅動洞見與 AI 技術的力量。本書是一部全面性的參考資源,探討創新工具如何促進明智決策、提升效率,並在日益複雜的世界中為策略成功鋪路。
作者簡介
Anna Ujwary-Gil is Professor at the Institute of Economics, Polish Academy of Sciences in Warsaw, Poland.
Anna Florek-Paszkowska is Professor at the CENTRUM Catolica Graduate Business School, PUCP in Lima, Peru.
作者簡介(中文翻譯)
Anna Ujwary-Gil 是波蘭華沙 Polish Academy of Sciences 經濟研究所的教授。
Anna Florek-Paszkowska 是秘魯利馬 PUCP 的 CENTRUM Catolica Graduate Business School 教授。