DocumentCode :
2773430
Title :
Validation of the Model for Prediction of the Human Performance
Author :
Georgieva, Konstantina ; Neumann, Robert ; Fiegler, Anja ; Dumke, Reiner R.
Author_Institution :
Univ. of Magdeburg, Magdeburg, Germany
fYear :
2011
fDate :
3-4 Nov. 2011
Firstpage :
245
Lastpage :
250
Abstract :
Design of Experiments is a well-known method used to describe complicated processes in the way that we can recognize the dependencies between the input factors inside. Because of that we use this method in order to describe the personal performance process as a result from the individual employees´ features. Adopting the FMEA over the different roles and responsibilities in the software process we were able to find the most crucial human factors and then using well-accepted psychological theory - the Big Five we evaluated the most influential human traits and used them as input for designing our experiment and finding the model, describing the connection between human factors and human performance.
Keywords :
design of experiments; human factors; psychology; software process improvement; Big Five; FMEA; design of experiments; human factors; human performance prediction; model validation; personal performance process; psychological theory; software process; Correlation; Human factors; Humans; Mathematical model; Programming; Retina; Software; Human Factors; IT Teams; Productivity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software Measurement, 2011 Joint Conference of the 21st Int'l Workshop on and 6th Int'l Conference on Software Process and Product Measurement (IWSM-MENSURA)
Conference_Location :
Nara
Print_ISBN :
978-1-4577-1930-1
Type :
conf
DOI :
10.1109/IWSM-MENSURA.2011.11
Filename :
6113067
Link To Document :
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