Big Data Analytics for Sensor-Network Collected Intelligence
學年 105
學期 2
出版（發表）日期 2017-02-08
作品名稱 Big Data Analytics for Sensor-Network Collected Intelligence
作品名稱（其他語言）
著者 Hui-Huang Hsu; Chuan-Yu Chang; Ching-Hsien Hsu
單位
出版者 Academic Press
著錄名稱、卷期、頁數 Intelligent Data Centric Systems
摘要 Big Data Analytics for Sensor-Network Collected Intelligence explores state-of-the-art methods for using advanced ICT technologies to perform intelligent analysis on sensor collected data. The book shows how to develop systems that automatically detect natural and human-made events, how to examine people’s behaviors, and how to unobtrusively provide better services. It begins by exploring big data architecture and platforms, covering the cloud computing infrastructure and how data is stored and visualized. The book then explores how big data is processed and managed, the key security and privacy issues involved, and the approaches used to ensure data quality. In addition, readers will find a thorough examination of big data analytics, analyzing statistical methods for data analytics and data mining, along with a detailed look at big data intelligence, ubiquitous and mobile computing, and designing intelligence system based on context and situation.
關鍵字
語言 en_US
ISBN 9780128093931
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/109665 )