Mobile Big Data: The Fuel for Data-Driven Wireless

doi:10.1109/JIOT.2017.2714189

CORC > 北京大学 > 信息科学技术学院

	Mobile Big Data: The Fuel for Data-Driven Wireless
	Cheng, Xiang ; Fang, Luoyang ; Yang, Liuqing ; Cui, Shuguang
刊名	IEEE INTERNET OF THINGS JOURNAL
	2017
关键词	Big data applications data analysis data mining mobile communication mobile computing mobile learning pervasive computing DATA-COLLECTION NETWORKS CLOUD SYSTEMS FRAMEWORK PREDICTABILITY RECOMMENDATION ENCRYPTION MAPREDUCE GRAPH
DOI	10.1109/JIOT.2017.2714189
英文摘要	In the past decade, the smart phone evolution has accelerated the proliferation of the mobile Internet and spurred a new wave of mobile applications, leading to an unprecedented mobile data volume generated from the mobile devices, content servers, and network operators, which are mainly nonstructured. In this big data era, such nonstructured data fragments are pieced together such that, drastically differing from the traditional practice where services determine and define the data, data is becoming a proactive entity that may drive and even create new services. Compared with the so-termed 5V characteristics of generic big data, namely volume, variety, velocity, veracity, and value, mobile big data is distinct in its unique multidimensional, personalized, multisensory, and real-time features. In this survey, we provide in-depth and comprehensive coverage on the features, sources and applications of mobile big data, as well as the current state-of-the-art, challenges and opportunities for research and development in this field, with an emphasis on the user modeling, infrastructure supporting, data management, and knowledge discovery aspects.; National Natural Science Foundation of China [61622101, 61571020, 61328102, 61629101]; Ministry National Key Research and Development Project [2016YFE0123100]; National Mobile Communications Research Laboratory [2016D03]; Southeast University; National Science Foundation [CNS-1343189/1343155, DMS-1521746/1622433, AST-1547436, ECCS-1508051/1659025]; DoD [HDTRA1-13-1-0029]; Shenzhen Fundamental Research Fund [KQTD2015033114415450]; SCI(E); ARTICLE; 5,SI; 1489-1516; 4
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/470549]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Cheng, Xiang,Fang, Luoyang,Yang, Liuqing,et al. Mobile Big Data: The Fuel for Data-Driven Wireless[J]. IEEE INTERNET OF THINGS JOURNAL,2017.
APA	Cheng, Xiang,Fang, Luoyang,Yang, Liuqing,&Cui, Shuguang.(2017).Mobile Big Data: The Fuel for Data-Driven Wireless.IEEE INTERNET OF THINGS JOURNAL.
MLA	Cheng, Xiang,et al."Mobile Big Data: The Fuel for Data-Driven Wireless".IEEE INTERNET OF THINGS JOURNAL (2017).