Towards detecting programmers’ stress on the basis of keystroke dynamics

Agata Kołakowska

doi:10.15439/2016f263

Towards detecting programmers’ stress on the basis of keystroke dynamics

Abstract

The article describes the idea of detecting stress among programmers on the basis of keystroke dynamics. An experiment with a group of students of artificial intelligence classes was performed. Two samples of keystroke data were recorded for each case, the first while programming without stress, the second under time pressure. A number of timing and frequency parameters were calculated for each sample. Then statistical analysis was performed to evaluate the significance of keystroke parameters changes. It turned out that some of the defined features might be indicators of being stressed.

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Agata Kołakowska dr inż.

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DOI:: Digital Object Identifier (open in new tab) 10.15439/2016F263
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Keywords

EMOTION RECOGNITION, KEYSTROKE DYNAMICS

Details

Category:: Conference activity
Type:: publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Published in:: Annals of Computer Science and Information Systems no. 8, pages 1621 - 1626,
ISSN: 2300-5963
Title of issue:: Proceedings of the 2016 Federated Conference on Computer Science and Information Systems strony 1621 - 1626
Language:: English
Publication year:: 2016
Bibliographic description:: Kołakowska A.: Towards detecting programmers’ stress on the basis of keystroke dynamics// Proceedings of the 2016 Federated Conference on Computer Science and Information Systems/ : , 2016, s.1621-1626
DOI:: Digital Object Identifier (open in new tab) 10.15439/2016f263
Verified by:: Gdańsk University of Technology