TY  - BOOK
AU  - Cheng,Xiang
AU  - Fang,Luoyang
AU  - Yang,Liuqing
AU  - Cui,Shuguang
ED  - SpringerLink (Online service)
TI  - Mobile Big Data
T2  - Wireless Networks,
SN  - 9783319961163
AV  - TK5105.5-5105.9 
U1  - 004.6 23
PY  - 2018///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Computer communication systems
KW  - Data mining
KW  - Electrical engineering
KW  - Artificial intelligence
KW  - Computer Communication Networks
KW  - Data Mining and Knowledge Discovery
KW  - Communications Engineering, Networks
KW  - Artificial Intelligence
N1  - Acceso multiusuario; 1 Mobile Big Data -- 2 Source and Collection -- 3 Transmission -- 4 Computing -- 5 Applications -- 6 Case Study: Demand Forecasting for Predictive Network Managements -- 7 Case Study: User Identification for Mobile Privacy
N2  - This book provides a comprehensive picture of mobile big data starting from data sources to mobile data driven applications. Mobile Big Data comprises two main components: an overview of mobile big data, and the case studies based on real-world data recently collected by one of the largest mobile network carriers in China. In the first component, four areas of mobile big data life cycle are surveyed: data source and collection, transmission, computing platform and applications. In the second component, two case studies are provided, based on the signaling data collected in the cellular core network in terms of subscriber privacy evaluation and demand forecasting for network management. These cases respectively give a vivid demonstration of what mobile big data looks like, and how it can be analyzed and mined to generate useful and meaningful information and knowledge. This book targets researchers, practitioners and professors relevant to this field. Advanced-level students studying computer science and electrical engineering will also be interested in this book as supplemental reading.
UR  - http://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-319-96116-3
ER  -