Cart (Loading....) | Create Account
Close category search window
 

Research on textual emotion recognition incorporating personality factor

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

4 Author(s)
Haifang Li ; Comput. & Software Coll., Taiyuan Univ. of Technol., Taiyuan ; Na Pang ; Shangbo Guo ; Heping Wang

Recognizing the emotion of the text plays a key role in the human-computer interaction. This paper established a textual emotion recognition model incorporating personality in it. The paper defined a series of basic emotion reasoning rules and revised it to user's emotion reasoning rules on the basis of personality model. The basic emotion reasoning rules in the paper were built according to OCC model but simplified the 22 emotional rules of OCC model into 16 rules according to the specific feature of the text. To include the personal factor, the paper analyzed each dimension of the FFM (five-factor model) and modified the basic emotion rules based on the features of each dimension, and then built user's emotion reasoning rules for different people. At the end, the paper using two experiments compared the results of textual emotion recognition including personal factor with the one not including the personal feature. The results show that after mixing the personal factor in it, the emotion recognition accuracy increases a lot and that the results of emotion recognition follow the nature law of human personality.

Published in:

Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on

Date of Conference:

15-18 Dec. 2007

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.