Multimedia Data Mining and Analytics: Disruptive Innovation
暫譯: 多媒體數據挖掘與分析:顛覆性創新

  • 出版商: Springer
  • 出版日期: 2015-04-10
  • 售價: $4,470
  • 貴賓價: 9.5$4,247
  • 語言: 英文
  • 頁數: 454
  • 裝訂: Hardcover
  • ISBN: 3319149970
  • ISBN-13: 9783319149974
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

商品描述

This book provides fresh insights into the cutting edge of multimedia data mining, reflecting how the research focus has shifted towards networked social communities, mobile devices and sensors. The work describes how the history of multimedia data processing can be viewed as a sequence of disruptive innovations. Across the chapters, the discussion covers the practical frameworks, libraries, and open source software that enable the development of ground-breaking research into practical applications. Features: reviews how innovations in mobile, social, cognitive, cloud and organic based computing impacts upon the development of multimedia data mining; provides practical details on implementing the technology for solving real-world problems; includes chapters devoted to privacy issues in multimedia social environments and large-scale biometric data processing; covers content and concept based multimedia search and advanced algorithms for multimedia data representation, processing and visualization.

商品描述(中文翻譯)

本書提供了對多媒體資料挖掘前沿的新見解,反映出研究重點如何轉向網絡社交社群、行動裝置和感測器。這項工作描述了多媒體資料處理的歷史如何被視為一系列顛覆性創新的過程。在各章中,討論涵蓋了實用的框架、函式庫和開源軟體,這些都使得開創性的研究能夠轉化為實際應用。特色包括:回顧行動、社交、認知、雲端及有機計算的創新如何影響多媒體資料挖掘的發展;提供實施技術以解決現實世界問題的實用細節;包括專門討論多媒體社交環境中的隱私問題和大規模生物識別資料處理的章節;涵蓋基於內容和概念的多媒體搜尋以及多媒體資料表示、處理和視覺化的先進演算法。