Spatial Data Handling in Big Data Era: Select Papers from the 17th IGU Spatial Data Handling Symposium 2016 (Advances in Geographic Information Science)
暫譯: 大數據時代的空間數據處理:第17屆國際地理聯合會空間數據處理研討會2016選集(地理資訊科學進展)
- 出版商: Springer
- 出版日期: 2017-05-12
- 售價: $6,720
- 貴賓價: 9.5 折 $6,384
- 語言: 英文
- 頁數: 237
- 裝訂: Hardcover
- ISBN: 9811044236
- ISBN-13: 9789811044236
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相關分類:
地理資訊系統 Gis、大數據 Big-data
海外代購書籍(需單獨結帳)
相關主題
商品描述
This proceedings volume introduces recent work on the storage, retrieval and visualization of spatial Big Data, data-intensive geospatial computing and related data quality issues. Further, it addresses traditional topics such as multi-scale spatial data representations, knowledge discovery, space-time modeling, and geological applications.
Spatial analysis and data mining are increasingly facing the challenges of Big Data as more and more types of crowd sourcing spatial data are used in GIScience, such as movement trajectories, cellular phone calls, and social networks. In order to effectively manage these massive data collections, new methods and algorithms are called for. The book highlights state-of-the-art advances in the handling and application of spatial data, especially spatial Big Data, offering a cutting-edge reference guide for graduate students, researchers and practitioners in the field of GIScience.
商品描述(中文翻譯)
本論文集介紹了有關空間大數據的儲存、檢索和可視化、數據密集型地理空間計算及相關數據質量問題的最新研究。此外,它還探討了傳統主題,如多尺度空間數據表示、知識發現、時空建模和地質應用。
隨著越來越多類型的群眾來源空間數據被用於地理資訊科學(GIScience),如運動軌跡、手機通話和社交網絡,空間分析和數據挖掘正面臨大數據的挑戰。為了有效管理這些龐大的數據集合,迫切需要新的方法和算法。本書突出了在處理和應用空間數據,特別是空間大數據方面的最新進展,為地理資訊科學領域的研究生、研究人員和實務工作者提供了前沿的參考指南。