TELKOMNIKA Telecommunication, Computing, Electronics and Control
Recognizing emotional state of user based on learning method and conceptual memories
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Recognizing emotional state of user based on learning method and conceptual memories
Recognizing emotional state of user based on learning method and conceptual memories
Subject
Adaptive color interface, Coping strategy, Emotion, Human-computer interaction, Memory, Memory-based learning, Mood, Personality
Description
With the increased use of computers, electronic devices and human interaction with computer in the broad spectrum of human life, the role of controlling emotions and increasing positive emotional states becomes more prominent. If a user's negative emotions increase, his/her efficiency will decrease greatly as well. Research has shown that colors are to be considered as one of the most influential basic functions in sight, identification, interpretation, perception and senses. It can be said that colors have impact on individuals' emotional states and can change them. In this paper, by learning the reactions of users with different personality types against each color, communication between the user's emotional states and personality and colors were modeled for the variable "emotional control". For the sake of learning, we used a memory-based system with the user’s interface color changing in
accordance with the positive and negative experiences of users with different personalities. The end result of comparison of the testing methods demonstrated the superiority of memory-based learning in all three parameters of emotional control, enhancement of positive emotional states and reduction of negative emotional states. Moreover,
accordance with the positive and negative experiences of users with different personalities. The end result of comparison of the testing methods demonstrated the superiority of memory-based learning in all three parameters of emotional control, enhancement of positive emotional states and reduction of negative emotional states. Moreover,
Creator
Maytham N. Meqdad, Fardin Abdali-Mohammadi, Seifedine Kadry
Source
DOI: 10.12928/TELKOMNIKA.v18i6.16756
Publisher
Universitas Ahmad Dahlan
Date
October 2020
Contributor
Sri Wahyuni
Rights
ISSN: 1693-6930
Relation
http://journal.uad.ac.id/index.php/TELKOMNIKA
Format
PDF
Language
English
Type
Text
Coverage
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Files
Collection
Citation
Maytham N. Meqdad, Fardin Abdali-Mohammadi, Seifedine Kadry, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Recognizing emotional state of user based on learning method and conceptual memories,” Repository Horizon University Indonesia, accessed April 5, 2025, https://repository.horizon.ac.id/items/show/4222.
Recognizing emotional state of user based on learning method and conceptual memories,” Repository Horizon University Indonesia, accessed April 5, 2025, https://repository.horizon.ac.id/items/show/4222.