期刊
PERVASIVE AND MOBILE COMPUTING
卷 59, 期 -, 页码 -出版社
ELSEVIER
DOI: 10.1016/j.pmcj.2019.101052
关键词
User profiling; Smartphone applications; Mobile sensing
资金
- National Key RAMP
- D Program of China [2018YFC1504006]
- NSF of China [61772460, 61802342, 61802340]
- China Postdoctoral Science Foundation [2017M620246, 2018T110591]
- Fundamental Research Funds for the Central Universities [181200*172210183]
The number and popularity of smartphone applications is rising dramatically. Users install and use applications depending on their needs and interests. Applications on smartphones convey lots of personal information, providing us a new lens to well profile users. In this paper, we first describe application information for user profiling. Second, we analyze what types of user information can be profiled from smartphone applications. Then, we overview the previous work and summarize the state-of-theart methods for profiling users from application data. We also describe implications from different perspectives. Finally, the challenges in profiling users from smartphone applications are discussed. (C) 2019 Elsevier B.V. All rights reserved.
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