Identifying Developers by Their Application Usage

In this paper we propose and evaluate a method based on recurrent neural networks to identify users by their application usage. The method was tested on the data collected by non-invasive metrics collection system developed at Innopolis University. The first results achieved on initial dataset show a high user identification accuracy and a potential for further research.