Data Mining and Predictive Analysis : Intelligence Gathering and Crime Analysis, 2/e (Paperback)

Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis, 2nd Edition, describes clearly and simply how crime clusters and other intelligence can be used to deploy security resources most effectively. Rather than being reactive, security agencies can anticipate and prevent crime through the appropriate application of data mining and the use of standard computer programs. Data Mining and Predictive Analysis offers a clear, practical starting point for professionals who need to use data mining in homeland security, security analysis, and operational law enforcement settings. This revised text highlights new and emerging technology, discusses the importance of analytic context for ensuring successful implementation of advanced analytics in the operational setting, and covers new analytic service delivery models that increase ease of use and access to high-end technology and analytic capabilities. The use of predictive analytics in intelligence and security analysis enables the development of meaningful, information based tactics, strategy, and policy decisions in the operational public safety and security environment.

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• Discusses new and emerging technologies and techniques, including up-to-date information on predictive policing, a key capability in law enforcement and security
• Demonstrates the importance of analytic context beyond software
• Covers new models for effective delivery of advanced analytics to the operational environment, which have increased access to even the most powerful capabilities
• Includes terminology, concepts, practical application of these concepts, and examples to highlight specific techniques and approaches in crime and intelligence analysis

《資料探勘與預測分析：情報收集與犯罪分析》第二版清楚且簡單地描述了如何有效地利用犯罪集群和其他情報來部署安全資源。安全機構不再只是被動應對，而是可以通過適當應用資料探勘和標準電腦程式來預測和防止犯罪。《資料探勘與預測分析》為需要在國土安全、安全分析和執法實務環境中使用資料探勘的專業人士提供了明確而實用的起點。本修訂版突出了新興技術，討論了在實務環境中成功實施高級分析所需的分析背景的重要性，並介紹了提高使用便利性和高端技術和分析能力的分析服務交付模型。在情報和安全分析中使用預測分析能夠在實務公共安全和安全環境中制定有意義的、基於信息的戰術、策略和政策決策。

- 討論了新興技術和技巧，包括最新的預測警務信息，這是執法和安全的關鍵能力。
- 證明了軟體以外的分析背景的重要性。
- 覆蓋了有效將高級分析交付到實務環境的新模型，這些模型提高了對最強大能力的使用權限。
- 包括術語、概念、這些概念的實際應用以及在犯罪和情報分析中突出特定技術和方法的例子。