Decision Management Systems: A Practical Guide to Using Business Rules and Predictive Analytics (Paperback)
暫譯: 決策管理系統:商業規則與預測分析的實用指南 (平裝本)
James Taylor
- 出版商: IBM Press
- 出版日期: 2019-04-26
- 售價: $1,520
- 貴賓價: 9.5 折 $1,444
- 語言: 英文
- 頁數: 320
- 裝訂: Paperback
- ISBN: 0132884380
- ISBN-13: 9780132884389
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
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相關主題
商品描述
"A very rich book sprinkled with real-life examples as well as battle-tested advice.”
—Pierre Haren, VP ILOG, IBM
"James does a thorough job of explaining Decision Management Systems as enablers
of a formidable business transformation.”
—Deepak Advani, Vice President, Business Analytics Products and SPSS, IBM
Build Systems That Work Actively to Help You Maximize Growth and Profits
Most companies rely on operational systems that are largely passive. But what if you could make your systems active participants in optimizing your business? What if your systems could act intelligently on their own? Learn, not just report? Empower users to take action instead of simply escalating their problems? Evolve without massive IT investments?
Decision Management Systems can do all that and more. In this book, the field’s leading expert demonstrates how to use them to drive unprecedented levels of business value. James Taylor shows how to integrate operational and analytic technologies to create systems that are more agile, more analytic, and more adaptive. Through actual case studies, you’ll learn how to combine technologies such as predictive analytics, optimization, and business rules—improving customer service, reducing fraud, managing risk, increasing agility, and driving growth.
Both a practical how-to guide and a framework for planning, Decision Management Systems focuses on mainstream business challenges.
Coverage includes
—Pierre Haren, VP ILOG, IBM
"James does a thorough job of explaining Decision Management Systems as enablers
of a formidable business transformation.”
—Deepak Advani, Vice President, Business Analytics Products and SPSS, IBM
Build Systems That Work Actively to Help You Maximize Growth and Profits
Most companies rely on operational systems that are largely passive. But what if you could make your systems active participants in optimizing your business? What if your systems could act intelligently on their own? Learn, not just report? Empower users to take action instead of simply escalating their problems? Evolve without massive IT investments?
Decision Management Systems can do all that and more. In this book, the field’s leading expert demonstrates how to use them to drive unprecedented levels of business value. James Taylor shows how to integrate operational and analytic technologies to create systems that are more agile, more analytic, and more adaptive. Through actual case studies, you’ll learn how to combine technologies such as predictive analytics, optimization, and business rules—improving customer service, reducing fraud, managing risk, increasing agility, and driving growth.
Both a practical how-to guide and a framework for planning, Decision Management Systems focuses on mainstream business challenges.
Coverage includes
- Understanding how Decision Management Systems can transform your business
- Planning your systems “with the decision in mind”
- Identifying, modeling, and prioritizing the decisions you need to optimize
- Designing and implementing robust decision services
- Monitoring your ongoing decision-making and learning how to improve it
- Proven enablers of effective Decision Management Systems: people, process, and technology
- Identifying and overcoming obstacles that can derail your Decision Management Systems initiative
商品描述(中文翻譯)
「一本非常豐富的書,裡面充滿了真實案例以及經過實戰驗證的建議。」
—Pierre Haren,IBM ILOG 副總裁
「James 對於決策管理系統的解釋非常透徹,這些系統是強大商業轉型的推動者。」
—Deepak Advani,IBM 商業分析產品及 SPSS 副總裁
**建立主動運作的系統,幫助您最大化成長與利潤**
大多數公司依賴的操作系統大多是被動的。但如果您能讓系統成為優化業務的主動參與者呢?如果您的系統能夠自主地智能行動呢?學習,而不僅僅是報告?授權用戶採取行動,而不只是簡單地升級他們的問題?在不需要大量 IT 投資的情況下進化?
決策管理系統可以做到這一切,甚至更多。在這本書中,該領域的領先專家展示了如何利用這些系統來驅動前所未有的商業價值。James Taylor 展示了如何整合操作技術和分析技術,以創建更靈活、更具分析能力和更具適應性的系統。通過實際案例研究,您將學習如何結合預測分析、優化和商業規則等技術——改善客戶服務、減少詐騙、管理風險、提高靈活性並推動成長。
這本書既是實用的操作指南,也是規劃的框架,專注於主流商業挑戰。
內容包括
- 理解決策管理系統如何轉型您的業務
- 以「決策為中心」規劃您的系統
- 確定、建模和優先排序您需要優化的決策
- 設計和實施穩健的決策服務
- 監控您的持續決策過程並學習如何改進
- 有效決策管理系統的經驗證明推動者:人員、流程和技術
- 確定並克服可能破壞您決策管理系統計畫的障礙