An Artificial Emotion Model for the Mutual Mapping Between Discrete State and Dimensional Space

Authors

Zhihang Tian, 1. Department of Computer Science, School of Engineering, Shantou University, Shantou 515063, China; ;
Xiaming Chen, 1. Department of Computer Science, School of Engineering, Shantou University, Shantou 515063, China; ;2. Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Shantou 515063, China;
Dazhi Jiang, 1. Department of Computer Science, School of Engineering, Shantou University, Shantou 515063, China; ;2. Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Shantou 515063, China;

Abstract

Abstract: Emotional intelligence is an important component and development direction of machine intelligence. The purpose of artificial emotion model is to construct emotion models for machines to develope systematic ability of emotion understanding and expression. However, the existing methods are still insufficient in artificial emotion modeling ability. Aiming at the key factor of personalization in the construction of artificial emotion model, this paper proposes a method of mutual mapping between discrete emotion state and dimension space state, and constructs a machine personalized artificial emotion model based on Big Five personality model and emotion state transfer model. The relevant experimental results provide evidence for the rationality of this model. This research clears the barriers brought by the difference of emotion space definition to the machine emotion modeling, provides a new solution for the human-computer personalized interaction, and also provides a reference solution for the understanding and expression of machine emotion.

Recommended Citation

Tian, Zhihang; Chen, Xiaming; and Jiang, Dazhi (2021) "An Artificial Emotion Model for the Mutual Mapping Between Discrete State and Dimensional Space," Journal of System Simulation: Vol. 33: Iss. 5, Article 7.
DOI: 10.16182/j.issn1004731x.joss.20-0007
Available at: https://dc-china-simulation.researchcommons.org/journal/vol33/iss5/7

First Page

1062

Revised Date

2020-04-09

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.20-0007

Last Page

1069

CLC

TP311;TP391.9

Recommended Citation

Tian Zhihang, Chen Xiaming, Jiang Dazhi. An Artificial Emotion Model for the Mutual Mapping Between Discrete State and Dimensional Space[J]. Journal of System Simulation, 2021, 33(5): 1062-1069.

DOI

10.16182/j.issn1004731x.joss.20-0007