• DocumentCode
    2068011
  • Title

    A forecast model about average load of cognitive work based on BP network

  • Author

    Yanghua, Cao ; Fansen, Kong

  • Author_Institution
    Inst. of Mech. Sci. & Eng., Jilin Univ., Changchun, China
  • fYear
    2011
  • fDate
    16-18 Dec. 2011
  • Firstpage
    347
  • Lastpage
    350
  • Abstract
    This paper proposed a forecast model about the average load of cognitive work. Firstly, it reviewed the related research about cognitive load assessment. Secondly, it set up an indicators system of cognitive assessment and chose some assessment methods. Finally, it set up a BP network forecast model by taking the subjective assessment conclusions as outputs, the objective assessment data as inputs. It validated this model by designing and carrying out a cognitive load test. The model this paper proposed can mine the related specialists´ knowledge in the existing data, it can forecast the workload of a similar cognitive task and reduce the assessment workload effectively.
  • Keywords
    backpropagation; cognition; neural nets; BP neural network; cognitive load assessment; cognitive work average load; forecast model; indicator system; knowledge mining; objective assessment; subjective assessment; Biological neural networks; Brain modeling; Data mining; Load modeling; Predictive models; Presses; Training; BP network; assessment; average load of cognitive work; forecast;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4577-1700-0
  • Type

    conf

  • DOI
    10.1109/TMEE.2011.6199214
  • Filename
    6199214