Font Size: a A A

Emotional Mental Models Based On Emotional Energy

Posted on:2015-01-17Degree:MasterType:Thesis
Country:ChinaCandidate:S W LiFull Text:PDF
GTID:2268330425487886Subject:Computer system architecture
Abstract/Summary:PDF Full Text Request
Scientific research has found that emotion plays a necessary role in various cognitive behavior of human-being, such as reasonable decision-making, perception, learning et al. It means that emotion not only works on art, entertainment and social contact, but also largely influences the mechanisms of rational thinking. Currently, the research of artificial intelligence remains in focus. Prof. Minsky pointed out that the problem is how to realize intelligence in machine without emotion, rather than if the machine possess any emotion. There are several science branches of artificial intelligence related to emotion, including affective computing, Kasnei Engineer and Artificial psychology theory. However, in order to use computer to analysis emotion information, there are three steps:numerical modeling, emotional information processing modeling, and computer-based emotion recognition system construction. Therefore, to realize an emotional intelligence system, the first thing is to build an appropriate model to simulate the variation of emotion.There have been many academic institutions and enterprises that have made much in-depth research and proposed many models for affective computing at home and abroad. But those models and methods they have proposed are plain and surface about description of emotion. All these models exist some defects more or less. For example, some models developed emotion changes by a pure probability. HMM model is one of the pure probability models, which to be depicted in this paper. But the probability model added the contingency of emotion changes. Moreover, it ignored the function of cognitive-evaluation, especially, involved to personae. Nevertheless, it have a significant inspiration when we build an emotion psychology model.In this paper, a new emotional energy based psychology model is developed. It follows the psychodynamics theories from Freud and Jung, and considers that emotion is the product of reallocation and rearrangement of emotional energy in mental structure. The emotional stability is closely related to emotion entropy, Ascendancy and redundancy once the system is stimulated. And personality (sensitiveness) is important to the emotional energy reallocation. The system was well-proved to simulate the variation pattern of human-being’s emotion by using Nash Equilibrium, revised differential evolution and MATLAB emulation.
Keywords/Search Tags:affective computing, psychodynamic, emotion entropy, differential evolution, Nash equilibrium
PDF Full Text Request
Related items