| 书目名称 | Mobile Big Data | | 编辑 | Xiang Cheng,Luoyang Fang,Shuguang Cui | | 视频video | | | 概述 | Provides a comprehensive overview of mobile big data life cycle, including data source & collection, transmission, computing platform, and data-driven applications.Includes two case studies in detail | | 丛书名称 | Wireless Networks | | 图书封面 |  | | 描述 | .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. . | | 出版日期 | Book 2018 | | 关键词 | Mobile data; Big data; Spatiotemporal; Multi-sensory; Real-time; Personalized; data mining; location privac | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-96116-3 | | isbn_softcover | 978-3-030-07145-5 | | isbn_ebook | 978-3-319-96116-3Series ISSN 2366-1186 Series E-ISSN 2366-1445 | | issn_series | 2366-1186 | | copyright | Springer International Publishing AG, part of Springer Nature 2018 |
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发表于 2025-3-21 19:40:49
