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A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications
Joint Authors
Zhang, Jianhua
Ma, Zhanyu
Li, Yupeng
Guo, Jun
Xie, Jiyang
Song, Zeyu
Zhang, Yanting
Yu, Hong
Zhan, Jinnan
Qiao, Yuanyuan
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-19, 19 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-08-01
Country of Publication
Egypt
No. of Pages
19
Main Subjects
Information Technology and Computer Science
Abstract EN
This paper attempts to identify the requirement and the development of machine learning-based mobile big data (MBD) analysis through discussing the insights of challenges in the mobile big data.
Furthermore, it reviews the state-of-the-art applications of data analysis in the area of MBD.
Firstly, we introduce the development of MBD.
Secondly, the frequently applied data analysis methods are reviewed.
Three typical applications of MBD analysis, namely, wireless channel modeling, human online and offline behavior analysis, and speech recognition in the Internet of Vehicles, are introduced, respectively.
Finally, we summarize the main challenges and future development directions of mobile big data analysis.
American Psychological Association (APA)
Xie, Jiyang& Song, Zeyu& Li, Yupeng& Zhang, Yanting& Yu, Hong& Zhan, Jinnan…[et al.]. 2018. A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1216350
Modern Language Association (MLA)
Xie, Jiyang…[et al.]. A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-19.
https://search.emarefa.net/detail/BIM-1216350
American Medical Association (AMA)
Xie, Jiyang& Song, Zeyu& Li, Yupeng& Zhang, Yanting& Yu, Hong& Zhan, Jinnan…[et al.]. A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1216350
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1216350