22nd ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2014), November 16–21, 2014, Hong Kong, China

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Student Research Competition Posters
FSE Track
Pre-function Hall
Software Programmer Management: A Machine Learning and Human Computer Interaction Framework for Optimal Task Assignment
Harry Raymond Joseph
(TU München, Germany)
Publisher's Version
Abstract: This paper attempts optimal task assignment at the enterprise-level by assigning complexity metrics to the programming tasks and predicting task completion times for each of these tasks based on a machine learning framework that factors in programmer attributes. The framework also considers real-time programmer state by using a simple EEG device to detect programmer mood. A final task assignment is made using a PDTS solver.


Time stamp: 2020-04-05T05:39:00+02:00