• DocumentCode
    174070
  • Title

    Emotion extraction from real time chat messenger

  • Author

    Dey, Lipika ; Asad, Mahim-Ul ; Afroz, Nadia ; Nath, Rudra Pratap Deb

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of Chittagong, Chittagong, Bangladesh
  • fYear
    2014
  • fDate
    23-24 May 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Life is full of emotion. Emotions are short-lived in duration and consist of a synchronized set of responses, which may contain verbal, physiological, behavioural, and neural mechanisms. A motivation for the research is the ability to simulate empathy. The machine should understand the emotional state of human being and acclimatize its behaviour by giving an appropriate response for those emotions. In this research we proposed a methodology of emotion extraction from real time chat messenger. This paper also focuses on implementation of emotions conveying real time chat messenger. From emotional point of view, we can estimate affectivity of single words and sentences with its intensity. We achieve better recall precision in comparison to other method vector space model (VSM).
  • Keywords
    behavioural sciences computing; emotion recognition; human computer interaction; real-time systems; VSM; behavioural mechanisms; emotion extraction; emotional state; neural mechanisms; physiological mechanisms; real time chat messenger; vector space model; verbal mechanisms; Accuracy; Compounds; Feature extraction; Informatics; Real-time systems; Semantics; Vectors; Affective computing; Emotion; POS Tagger; Web API; lexicon;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics, Electronics & Vision (ICIEV), 2014 International Conference on
  • Conference_Location
    Dhaka
  • Print_ISBN
    978-1-4799-5179-6
  • Type

    conf

  • DOI
    10.1109/ICIEV.2014.6850785
  • Filename
    6850785