• DocumentCode
    3455381
  • Title

    An intensity-based personalized affective model

  • Author

    Hu, Keyou ; Guo, Shangbo ; Pang, Na ; Wang, Heping

  • Author_Institution
    Comput. & Software Coll., Taiyuan Univ. of Technol., Taiyuan
  • fYear
    2007
  • fDate
    15-18 Dec. 2007
  • Firstpage
    2212
  • Lastpage
    2215
  • Abstract
    Emotion plays an important role in human life, especially in affective human-computer interaction. Affective computing and artificial psychology are new research fields that involve computer and emotions, they have the same key research aspect, affective modeling. To improve the existing affective models, this article constructs a novel intensity-based affective model that incorporates personality and some psychological factors. To simulate the transitional process of emotions better, some important psychological factors are considered in this affective model, such as activation threshold, emotion elicitors, emotion decay, emotion interactions and so on. Moreover, on the basis of the model, an emotional prediction system is designed and implemented. After volunteers´ tests, the system got good effect.
  • Keywords
    artificial intelligence; human computer interaction; activation threshold; artificial psychology; emotion decay; emotion elicitors; emotion interactions; emotional prediction system; human-computer interaction; intensity-based personalized affective model; psychological factors; transitional process; Biomimetics; Computational modeling; Educational institutions; Emotion recognition; Human robot interaction; Oceans; Power system modeling; Predictive models; Psychology; Software; OCEAN Model; activation threshold; affective intensity; emotion decay;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-1761-2
  • Electronic_ISBN
    978-1-4244-1758-2
  • Type

    conf

  • DOI
    10.1109/ROBIO.2007.4522513
  • Filename
    4522513