03717nam 22006135 450 991029916210332120200701030910.03-319-96116-010.1007/978-3-319-96116-3(CKB)4100000005958352(MiAaPQ)EBC5497844(DE-He213)978-3-319-96116-3(PPN)229917917(EXLCZ)99410000000595835220180823d2018 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMobile Big Data /by Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (132 pages)Wireless Networks,2366-11863-319-96115-2 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.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. .Wireless Networks,2366-1186Computer networksData miningElectrical engineeringArtificial intelligenceComputer Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13022Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Communications Engineering, Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/T24035Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computer networks.Data mining.Electrical engineering.Artificial intelligence.Computer Communication Networks.Data Mining and Knowledge Discovery.Communications Engineering, Networks.Artificial Intelligence.005.7Cheng Xiangauthttp://id.loc.gov/vocabulary/relators/aut788052Fang Luoyangauthttp://id.loc.gov/vocabulary/relators/autYang Liuqingauthttp://id.loc.gov/vocabulary/relators/autCui Shuguangauthttp://id.loc.gov/vocabulary/relators/autBOOK9910299162103321Mobile Big Data2262044UNINA