Big Data and Analytics Applications in Government: Current Practices and Future Opportunities (Data Analytics Applications)
暫譯: 政府中的大數據與分析應用:當前實踐與未來機會(數據分析應用)
- 出版商: Auerbach Publication
- 出版日期: 2017-09-14
- 售價: $5,080
- 貴賓價: 9.5 折 $4,826
- 語言: 英文
- 頁數: 233
- 裝訂: Hardcover
- ISBN: 1498764347
- ISBN-13: 9781498764346
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相關分類:
大數據 Big-data、Data Science
海外代購書籍(需單獨結帳)
相關主題
商品描述
Government organizations are no different than private organizations when it comes to ensuring the delivery of value for money. Managers and politicians alike seek to do the best they can often do with limited budgets as they work in an environment characterized by rapidly changing external conditions. Where government organizations differ from those in the private sector is in the level of complexity and ambiguity that is part and parcel of managing in public-sector organizations.
Within this context, big data analytics (BDA) can be an important tool given that many analytic techniques within the big data world have been created specifically to deal with complexity and rapidly changing conditions. The important task for public sector organizations is to liberate analytics from narrow scientific silos and expand it across internally to reap maximum benefit across their portfolios of programs.
This book focuses on the application of analytics to derive insight and drive program efficiency. To show how to apply BDA effectively, it examines three important factors:
- Data should be available and accessible to users
- Analysts and managers need to understand how to process and draw insights from the data.
- A context for the use of BDA needs to exist in which an organization’s management team relies on evidence for decision-making and overall management.
This book highlights contextual factors important to better situating the use of BDA within government organizations and demonstrates the wide range of applications of different BDA techniques. It emphasizes the importance of leadership and organizational practices that can improve performance. It explains that BDA initiatives should not be bolted on but should be integrated into the organization’s performance management processes. Equally important, the book includes chapters that demonstrate the diversity of factors that need to be managed to launch and sustain BDA initiatives in public sector organizations.
商品描述(中文翻譯)
政府組織在確保物有所值的交付方面,與私營組織並無二致。管理者和政治人物都希望在預算有限的情況下,盡其所能地做好工作,並在快速變化的外部環境中運作。政府組織與私營部門的不同之處在於,公共部門組織的管理涉及的複雜性和模糊性。
在這樣的背景下,大數據分析(BDA)可以成為一個重要的工具,因為許多大數據領域的分析技術是專門為應對複雜性和快速變化的條件而創建的。公共部門組織的重要任務是將分析從狹隘的科學孤島中解放出來,並在內部擴展,以便在其各項計劃組合中獲得最大利益。
本書專注於分析的應用,以獲取洞察並推動計劃效率。為了展示如何有效應用BDA,本書考察了三個重要因素:
1. 數據應該對用戶可用且可訪問。
2. 分析師和管理者需要了解如何處理數據並從中提取洞察。
3. 需要存在一個使用BDA的背景,在這個背景下,組織的管理團隊依賴證據進行決策和整體管理。
本書強調了在政府組織中更好地定位BDA使用的重要背景因素,並展示了不同BDA技術的廣泛應用。它強調了領導力和組織實踐的重要性,這些實踐可以改善績效。它解釋了BDA倡議不應該是附加的,而應該整合到組織的績效管理過程中。同樣重要的是,本書包括了展示需要管理的多樣性因素的章節,以啟動和維持公共部門組織中的BDA倡議。