Real World Data Mining Applications (Annals of Information Systems)
暫譯: 實際應用的資料探勘 (資訊系統年刊)
- 出版商: Springer
- 出版日期: 2014-11-26
- 售價: $4,520
- 貴賓價: 9.5 折 $4,294
- 語言: 英文
- 頁數: 436
- 裝訂: Paperback
- ISBN: 3319078119
- ISBN-13: 9783319078113
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相關分類:
Data-mining
海外代購書籍(需單獨結帳)
相關主題
商品描述
Data mining applications range from commercial to social domains, with novel applications appearing swiftly; for example, within the context of social networks. The expanding application sphere and social reach of advanced data mining raise pertinent issues of privacy and security. Present-day data mining is a progressive multidisciplinary endeavor. This inter- and multidisciplinary approach is well reflected within the field of information systems. The information systems research addresses software and hardware requirements for supporting computationally and data-intensive applications. Furthermore, it encompasses analyzing system and data aspects, and all manual or automated activities. In that respect, research at the interface of information systems and data mining has significant potential to produce actionable knowledge vital for corporate decision-making. The aim of the proposed volume is to provide a balanced treatment of the latest advances and developments in data mining; in particular, exploring synergies at the intersection with information systems. It will serve as a platform for academics and practitioners to highlight their recent achievements and reveal potential opportunities in the field. Thanks to its multidisciplinary nature, the volume is expected to become a vital resource for a broad readership ranging from students, throughout engineers and developers, to researchers and academics.
商品描述(中文翻譯)
資料探勘應用範圍從商業到社會領域,並且新穎的應用迅速出現;例如,在社交網絡的背景下。先進資料探勘的應用範圍擴大及其社會影響力引發了隱私和安全的相關議題。當今的資料探勘是一項進步的多學科努力。這種跨學科和多學科的方法在資訊系統領域中得到了很好的體現。資訊系統研究針對支持計算密集型和數據密集型應用的軟體和硬體需求進行探討。此外,它還涵蓋了系統和數據方面的分析,以及所有手動或自動的活動。在這方面,資訊系統與資料探勘交界處的研究具有產生可行知識的重大潛力,這對企業決策至關重要。本書的目的是提供對資料探勘最新進展和發展的平衡處理;特別是探索與資訊系統交集處的協同效應。它將作為學術界和實務界展示其近期成就並揭示該領域潛在機會的平台。由於其多學科的特性,本書預期將成為一個重要資源,適合從學生到工程師和開發者,再到研究人員和學者的廣泛讀者群。