DocumentCode :
2314063
Title :
Emotion control by audio-visual stimulus using fuzzy automata
Author :
Chakraborty, Aruna ; Konar, Amit ; Halder, Anisha ; Kim, Enjun
Author_Institution :
Dept. of Comput. Sci. &, Eng., St. Thomas´´ Coll. of Eng. & Technol., Kolkata, India
fYear :
2010
fDate :
18-23 July 2010
Firstpage :
1
Lastpage :
8
Abstract :
The paper employs fuzzy automata for emotion control by audio-visual stimulus. In the proposed design, emotions are represented by states, and transition of emotions is controlled by selective audio-visual stimulus. Experiments are undertaken to determine the fuzzy membership for state transitions in the automata. A fuzzy relational algebra has been used to determine the current membership distribution of the emotions from their previous value and fuzzy state transition memberships. Experiments with fifty audio-visual stimulus and one hundred subjects confirm that automatic control of emotion to a desired state from a given state can be attained with a success rate of approximately 86%.
Keywords :
audio-visual systems; automata theory; fuzzy set theory; relational algebra; socio-economic effects; audio-visual stimulus; emotion control; fuzzy automata; fuzzy relational algebra; fuzzy state transition memberships; membership distribution; Algebra; Automata; Computer science; Equations; Reliability theory; Silicon; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
ISSN :
1098-7584
Print_ISBN :
978-1-4244-6919-2
Type :
conf
DOI :
10.1109/FUZZY.2010.5584786
Filename :
5584786
Link To Document :
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