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Mobile Big Data

  • Xiang Cheng
  • Luoyang Fang
  • Liuqing Yang
  • Shuguang Cui

Part of the Wireless Networks book series (WN)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 1-11
  3. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 13-25
  4. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 27-33
  5. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 35-49
  6. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 51-70
  7. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 71-95
  8. Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui
    Pages 97-125

About this book

Introduction

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. 


Keywords

Mobile data Big data Spatiotemporal Multi-sensory Real-time Personalized data mining location privacy data source data collection transmission data-driven applications machine learning deep learning mobility mobile network cellular network

Authors and affiliations

  • Xiang Cheng
    • 1
  • Luoyang Fang
    • 2
  • Liuqing Yang
    • 3
  • Shuguang Cui
    • 4
  1. 1.State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics Engineering and Computing SciencePeking UniversityBeijingChina
  2. 2.Department of Electrical & Computing EngineeringColorado State UniversityFort CollinsUSA
  3. 3.Department of Electrical & Computing EngineeringColorado State UniversityFort CollinsUSA
  4. 4.Department of Electrical and Computer EngineeringUniversity of California - DavisDavisUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-96116-3
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-96115-6
  • Online ISBN 978-3-319-96116-3
  • Series Print ISSN 2366-1186
  • Series Online ISSN 2366-1445
  • Buy this book on publisher's site