• DocumentCode
    2560772
  • Title

    The model about the affection regulation based on partial least regression in the Human-computer interaction

  • Author

    Liu, Fengru ; Liu, Guangyuan ; Lai, Xiangwei ; Wen, Wanhui

  • Author_Institution
    Dept. of Comput. & Inf. Sci., Southwest Univ., Chongqing, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    1060
  • Lastpage
    1063
  • Abstract
    In the affection regulation process, quantitative regulation model between effectives and affection regulation ways cannot be established, thus the unit´s effective problems cannot be regulated instantly, effectively and intelligently by computers. So an affection regulation strategic model based on partial least squares method was proposed. The model used GSR to recognize effectives, and the recognized effectives are mapped to the PAD effective space vector model to realize the quantization of effectives. Through Namely reappraisal and Suppression ways, the affection regulation strategy was achieved, which set up the theoretical principles for affection regulation system in man-computer interactive environment. And the strategy got the purpose of affective computing which can establish harmonious man-machine environment and endow computer with much higher and more comprehensive intelligence.
  • Keywords
    human computer interaction; least squares approximations; regression analysis; vectors; PAD effective space vector model; affection regulation process; comprehensive intelligence; effective quantization; effective recognition; human-computer interaction; man-computer interactive environment; man-machine environment; partial least regression; partial least squares method; quantitative regulation model; Computational modeling; Computers; Educational institutions; Feature extraction; Physiology; Psychology; Skin; Namely reappraisal; PAD model; Suppression; affection regulation; partial least regression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2012 Eighth International Conference on
  • Conference_Location
    Chongqing
  • ISSN
    2157-9555
  • Print_ISBN
    978-1-4577-2130-4
  • Type

    conf

  • DOI
    10.1109/ICNC.2012.6234759
  • Filename
    6234759