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Predicting user traits from a snapshot of apps installed on a smartphone

โœ Scribed by Seneviratne, Suranga; Seneviratne, Aruna; Mohapatra, Prasant; Mahanti, Anirban


Book ID
127023732
Publisher
Association for Computing Machinery
Year
2014
Weight
214 KB
Volume
18
Category
Article
ISSN
1559-1662

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Predicting user traits from a snapshot o
โœ Seneviratne, Suranga; Seneviratne, Aruna; Mohapatra, Prasant; Mahanti, Anirban ๐Ÿ“‚ Article ๐Ÿ“… 2014 ๐Ÿ› Association for Computing Machinery โš– 214 KB

Third party apps are an integral component of the smartphone ecosystem. In this paper, we investigate how user traits can be inferred by observing only a single snapshot of installed apps. Using supervised learning methods and minimal external information we show that user traits such as religion, r