Data Mining for Service (Studies in Big Data)
暫譯: 服務數據挖掘(大數據研究)
- 出版商: Springer
- 出版日期: 2014-01-16
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 291
- 裝訂: Hardcover
- ISBN: 3642452515
- ISBN-13: 9783642452512
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相關分類:
大數據 Big-data、Data-mining
海外代購書籍(需單獨結帳)
相關主題
商品描述
Virtually all nontrivial and modern service related problems and systems involve data volumes and types that clearly fall into what is presently meant as "big data", that is, are huge, heterogeneous, complex, distributed, etc.
Data mining is a series of processes which include collecting and accumulating data, modeling phenomena, and discovering new information, and it is one of the most important steps to scientific analysis of the processes of services.
Data mining application in services requires a thorough understanding of the characteristics of each service and knowledge of the compatibility of data mining technology within each particular service, rather than knowledge only in calculation speed and prediction accuracy. Varied examples of services provided in this book will help readers understand the relation between services and data mining technology. This book is intended to stimulate interest among researchers and practitioners in the relation between data mining technology and its application to other fields.
商品描述(中文翻譯)
幾乎所有非平凡且現代的服務相關問題和系統都涉及明顯屬於目前所謂的「大數據」的數據量和類型,即龐大、異質、複雜、分散等。
資料探勘是一系列過程,包括收集和累積數據、建模現象以及發現新資訊,它是服務過程科學分析中最重要的步驟之一。
在服務中的資料探勘應用需要對每個服務的特徵有透徹的理解,以及對資料探勘技術在每個特定服務中的相容性有認識,而不僅僅是計算速度和預測準確度的知識。本書中提供的各種服務範例將幫助讀者理解服務與資料探勘技術之間的關係。本書旨在激發研究人員和實務工作者對資料探勘技術及其在其他領域應用之間關係的興趣。