Title :
Study on Unified Model of Emotional State in HCI
Author :
Wang, Wei ; Wang, Zhiliang
Author_Institution :
Sch. of Inf. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
To emotional state self-converting and stimulation converting happens alternately, continuous generation of emotion is needed in HCI process. So a unified model is proposed as foundation. After calculating the matrix in model using particle swarm optimization (PSO), its effect could cover Markov Chain Model and HMM model mostly. In addition, Simulation shows the advantages of unified model.
Keywords :
artificial intelligence; human computer interaction; matrix algebra; particle swarm optimisation; HCI; HMM model; Markov chain model; PSO; emotion generation; human computer interaction; matrix calculation; particle swarm optimization; self-converting emotional state; stimulation converting emotional state; Artificial intelligence; Computer applications; Hidden Markov models; Human computer interaction; Machine intelligence; Matrix converters; Mood; Particle swarm optimization; Psychology; Viterbi algorithm;
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
DOI :
10.1109/ICNC.2009.242
