UEGM: uncertain emotion generator under multi-stimulus (pages 141–149)Nan Xiang, Haiying Zhao, Xiaojian Zhou, Mingliang Xu, Abdennour El Rhalibi and Yu Wu
Article first published online: 13 APR 2011 | DOI: 10.1002/cav.411

A novel particle filtering architecture to simulate uncertain emotion generation under multi-stimulus is introduced in this paper, to enrich emotions for virtual characters. Particles are exploited to predict emotions by sampling possible natural emotional reactions from individuals' memories and common reactions, and the prediction is subsequently adjusted through likelihood function constructed through appraisals of the cognitive component. Thus this generation process combines the natural reactions and cognitive results of individuals' into a unified architecture.