• 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