Data Mining Techniques in CRM: Inside Customer Segmentation (Hardcover)
暫譯: 客戶關係管理中的資料探勘技術:深入客戶細分
Konstantinos K. Tsiptsis, Antonios Chorianopoulos
- 出版商: Wiley
- 出版日期: 2010-03-01
- 售價: $3,140
- 貴賓價: 9.5 折 $2,983
- 語言: 英文
- 頁數: 372
- 裝訂: Hardcover
- ISBN: 0470743972
- ISBN-13: 9780470743973
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相關分類:
Data-mining
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商品描述
A complete and comprehensive handbook for the application of data mining techniques in marketing and customer relationship management. It combines a technical and a business perspective, bridging the gap between data mining and its use in marketing.
It guides readers through all the phases of the data mining process, presenting a solid data mining methodology, data mining best practices and recommendations for the use of the data mining results for effective marketing. It answers the crucial question of 'what data to use' by proposing mining data marts and full lists of KPIs for all major industries.Data mining algorithms are presented in a simple and comprehensive way for the business users along with real-world application examples from all major industries.
The book is mainly addressed to marketers, business analysts and data mining practitioners who are looking for a how-to guide on data mining. It presents the authors' knowledge and experience from the "data mining trenches", revealing the secrets for data mining success.
商品描述(中文翻譯)
一本完整且全面的手冊,專注於數據挖掘技術在行銷和客戶關係管理中的應用。它結合了技術和商業的視角,彌合了數據挖掘與其在行銷中使用之間的鴻溝。
本書指導讀者了解數據挖掘過程的所有階段,呈現出穩固的數據挖掘方法論、數據挖掘最佳實踐以及對數據挖掘結果在有效行銷中使用的建議。它回答了「使用什麼數據」這一關鍵問題,通過提出數據挖掘數據集和各主要行業的關鍵績效指標(KPI)完整清單來解決。
數據挖掘算法以簡單且全面的方式呈現,並附有來自各主要行業的實際應用範例,方便商業用戶理解。
本書主要針對尋求數據挖掘操作指南的行銷人員、商業分析師和數據挖掘實踐者。它展示了作者在「數據挖掘前線」的知識和經驗,揭示了數據挖掘成功的秘密。
