Computing with Spatial Trajectories
暫譯: 空間軌跡計算
- 出版商: Springer
- 出版日期: 2011-10-01
- 售價: $4,600
- 貴賓價: 9.5 折 $4,370
- 語言: 英文
- 頁數: 308
- 裝訂: Hardcover
- ISBN: 1461416280
- ISBN-13: 9781461416289
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商品描述
Spatial trajectories have been bringing the unprecedented wealth to a variety of research communities. A spatial trajectory records the paths of a variety of moving objects, such as people who log their travel routes with GPS trajectories. The field of moving objects related research has become extremely active within the last few years, especially with all major database and data mining conferences and journals.
Computing with Spatial Trajectories introduces the algorithms, technologies, and systems used to process, manage and understand existing spatial trajectories for different applications. This book also presents an overview on both fundamentals and the state-of-the-art research inspired by spatial trajectory data, as well as a special focus on trajectory pattern mining, spatio-temporal data mining and location-based social networks. Each chapter provides readers with a tutorial-style introduction to one important aspect of location trajectory computing, case studies and many valuable references to other relevant research work.
Computing with Spatial Trajectories is designed as a reference or secondary text book for advanced-level students and researchers mainly focused on computer science and geography. Professionals working on spatial trajectory computing will also find this book very useful.
商品描述(中文翻譯)
空間軌跡為各種研究社群帶來了前所未有的財富。空間軌跡記錄了各種移動物體的路徑,例如使用 GPS 軌跡記錄旅行路線的人。近幾年,與移動物體相關的研究領域變得極為活躍,特別是在所有主要的資料庫和資料挖掘會議及期刊中。
《空間軌跡計算》介紹了用於處理、管理和理解現有空間軌跡的算法、技術和系統,適用於不同的應用。本書還提供了有關空間軌跡數據所啟發的基本原理和最先進研究的概述,並特別關注軌跡模式挖掘、時空數據挖掘和基於位置的社交網絡。每一章都為讀者提供了對位置軌跡計算一個重要方面的教程式介紹、案例研究以及許多有價值的相關研究參考。
《空間軌跡計算》旨在作為高級學生和研究人員的參考或輔助教材,主要針對計算機科學和地理學。從事空間軌跡計算的專業人士也會發現本書非常有用。