• DocumentCode
    1776920
  • Title

    Your mouse can tell about your emotions

  • Author

    Lali, Pardis ; Naghizadeh, Maryam ; Nasrollahi, Hossein ; Moradi, Hadi ; Mirian, Maryam S.

  • Author_Institution
    Adv. Robot. & Intell. Syst. Lab., Univ. of Tehran, Tehran, Iran
  • fYear
    2014
  • fDate
    29-30 Oct. 2014
  • Firstpage
    47
  • Lastpage
    51
  • Abstract
    Automatic detection of the human emotion is an important area in computer science and psychology to develop adaptive Human-Computer Interaction (HCI). In this paper, a novel approach is proposed to extract a user´s pleasure during English comprehension. The approach is based on processing the mouse movement data during the interaction with the system and determining whether or not the user enjoys reading the text or answering the questions. The approach has been implemented and the result shows adequate accuracy in determining the emotional state of the user. This study shows that it is important to consider the emotional momentum and its persistence over a period of time in determining the emotional state at any given time.
  • Keywords
    behavioural sciences computing; human computer interaction; mouse controllers (computers); psychology; English comprehension; HCI; adaptive human-computer interaction; automatic human emotion detection; computer science; emotional momentum; emotional state; mouse; psychology; Acceleration; Artificial intelligence; Computational modeling; Educational institutions; Feature extraction; Human computer interaction; Mice; emotion detection; human computer interaction; mouse movement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Knowledge Engineering (ICCKE), 2014 4th International eConference on
  • Conference_Location
    Mashhad
  • Print_ISBN
    978-1-4799-5486-5
  • Type

    conf

  • DOI
    10.1109/ICCKE.2014.6993360
  • Filename
    6993360