News Updates Thursday 25th Apr 2019 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission last date of March/April 2019 is 24 April 2019, Submit online or at
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

A Review on the Emotion Detection from Text using Machine Learning Techniques

Author : Ubeeka Jain and Amandeep Sandhu

Pages : 2645-2650
Download PDF

An emotion is a particular feeling that characterizes a state of mind, such as joy, anger, love, fear and so on. A great body of work exists in the field of emotion extraction. The work done in this area includes distinguishing subjective portions in text, finding sentiment orientation and, in few cases, determining fine-grained distinctions in sentiment, such as emotion and appraisal types. Work exclusively on emotion detection is comparatively rare and lacks empirical evaluation. This research paper tackles the problem of emotion recognition from text focusing on the implicit emotional statements – the descriptions of emotional events. Aim is to provide machines with the model for emotion reasoning allowing deeper understanding of causes of specific emotions. The ability to discern and understand human emotions is crucial for making interactive computer agents more human-like. So, there is the need of some machine learning approaches. In this paper, we are presenting a survey on the existing emotion detection techniques.

Keywords: Emotions, Machine Learning, Text Processing, E-Learning

Article published in International Journal of Current Engineering and Technology, Vol.5, No.4 (Aug-2015)


Call for Papers
  1. IJCET- March/April 2019 Issue

    Submission Last Date
    24 April
  2. DOI is given to all articles
  3. Current Issue
  4. IJTT-June-2019
  5. IJAIE-June-2019
  6. IJCSB-June-2019
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2018 INPRESSCO® All Rights Reserved