User profiling from their use of smartphone applications: A survey
Pervasive and Mobile Computing(2019)
摘要
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-the-art 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.
更多查看译文
关键词
User profiling,Smartphone applications,Mobile sensing
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络