DocumentCode
1594639
Title
Towards an emergent model of emotions
Author
Nallaperuma, S.N. ; Karunananda, A.S.
Author_Institution
Fac. of Inf. Technol., Univ. of Moratuwa, Moratuwa, Sri Lanka
fYear
2011
Firstpage
364
Lastpage
369
Abstract
Various attempts have been made throughout the history of artificial intelligence (AI) to incorporate emotional support in intelligent systems. Still some paths are left untraveled. This paper presents an attempt to model emotions as a complex system based on the hypothesis that mind state can be considered as an emergent phenomena resulting from autonomous, interactive, elementary entities called emotions. Inspiration for our approach is found in Buddhist philosophical concepts about thought formation by combination of emotions. Multi Agent Systems (MAS) technology has been used for the realization of above emotional model because interactions and emergence are intrinsic features of MAS. Capabilities of the model are exposed through a virtual agent application called EME who perceives, understands, uses and expresses emotions. Evaluation of the agent implementation has shown good results in achieving emotional intelligence with enhanced quality.
Keywords
behavioural sciences; multi-agent systems; AI; Buddhist philosophical concepts; MAS; artificial intelligence; complex system; emotional support; intelligent systems; multi agent systems; Adaptation models; Artificial intelligence; Cognition; Computational modeling; History; Humans; Mood; complex systems; emotion; human level AI; man-machine interactions; multi agent systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial and Information Systems (ICIIS), 2011 6th IEEE International Conference on
Conference_Location
Kandy
Print_ISBN
978-1-4577-0032-3
Type
conf
DOI
10.1109/ICIINFS.2011.6038095
Filename
6038095
Link To Document