Entity Resolution and Information Quality (Paperback)
暫譯: 實體解析與資訊品質 (平裝本)

John R. Talburt

  • 出版商: Morgan Kaufmann
  • 出版日期: 2010-12-08
  • 定價: $1,730
  • 售價: 8.5$1,471
  • 語言: 英文
  • 頁數: 256
  • 裝訂: Paperback
  • ISBN: 0123819725
  • ISBN-13: 9780123819727
  • 相關分類: Data ScienceInformation-management
  • 立即出貨(限量) (庫存=3)

相關主題

商品描述

Customers and products are the heart of any business, and corporations collect more data about them every year. However, just because you have data doesn't mean you can use it effectively. If not properly integrated, data can actually encourage false conclusions that result in bad decisions and lost opportunities. Entity Resolution (ER) is a powerful tool for transforming data into accurate, value-added information. Using entity resolution methods and techniques, you can identify equivalent records from multiple sources corresponding to the same real-world person, place, or thing.

This emerging area of data management is clearly explained throughout the book. It teaches you the process of locating and linking information about the same entity - eliminating duplications - and making crucial business decisions based on the results. This book is an authoritative, vendor-independent technical reference for researchers, graduate students and practitioners, including architects, technical analysts, and solution developers. In short, Entity Resolution and Information Quality gives you the applied level know-how you need to aggregate data from disparate sources and form accurate customer and product profiles that support effective marketing and sales. It is an invaluable guide for succeeding in today's info-centric environment.



  • First authoritative reference explaining entity resolution and how to use it effectively
  • Provides practical system design advice to help you get a competitive advantage
  • Includes a companion site with synthetic customer data for applicatory exercises, and access to a Java-based Entity Resolution program.

商品描述(中文翻譯)

客戶和產品是任何企業的核心,企業每年都會收集更多有關它們的數據。然而,僅僅擁有數據並不意味著您能有效地使用它。如果數據未經適當整合,實際上可能會導致錯誤的結論,從而造成不良決策和失去機會。實體解析(Entity Resolution, ER)是一種強大的工具,可以將數據轉化為準確且增值的信息。通過使用實體解析的方法和技術,您可以識別來自多個來源的等效記錄,這些記錄對應於同一現實世界中的人、地點或事物。

本書清楚地解釋了這一新興的數據管理領域。它教您如何定位和鏈接有關同一實體的信息——消除重複——並根據結果做出關鍵的商業決策。本書是一本權威的、獨立於供應商的技術參考資料,適合研究人員、研究生和從業者,包括架構師、技術分析師和解決方案開發者。簡而言之,《實體解析與信息質量》提供了您所需的應用層次的知識,以便從不同來源聚合數據,並形成準確的客戶和產品檔案,以支持有效的市場營銷和銷售。這是一本在當今以信息為中心的環境中取得成功的寶貴指南。

- 首本權威參考資料,解釋實體解析及其有效使用方法
- 提供實用的系統設計建議,幫助您獲得競爭優勢
- 包含一個伴隨網站,提供合成客戶數據以供應用練習,並可訪問基於Java的實體解析程序。