Title :
A support system construction for multimedia information data acquisition
Author :
Oh, Kabsuk ; Kang, Geuntaek ; Hirota, Kaoru
Author_Institution :
Dept. of Comput. Sci., TongMyong Coll., Pusan, South Korea
Abstract :
A support system construction for multimedia information data acquisition is proposed, where the multimedia means the five senses of a human being. Observed information from outside world is characterized by VAGOT (visual, acoustic, gustatory, olfactory and tactile) time series data. Here, multimedia information centers on image and sound, represented by membership functions. Fuzzy rules based on visual and acoustic information are used to identify the appropriate time interval on multimedia input data. When instruction of the user has temporal vagueness, rule base is updated by the support system based on fuzzy shift. This method is applied to one experiment that is related with the temporal boundary subset of various vehicles and the results show the feasibility of the proposed system.
Keywords :
data acquisition; fuzzy set theory; knowledge based systems; multimedia computing; time series; VAGOT time series data; acoustic information; fuzzy rules; fuzzy shift; membership functions; multimedia information data acquisition; multimedia input data; support system construction; temporal boundary subset; temporal vagueness; visual information; Computer science; Data acquisition; Educational institutions; Fuzzy systems; Humans; Multimedia databases; Multimedia systems; Olfactory; Roads; Uncertainty;
Conference_Titel :
Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
Conference_Location :
Seoul, South Korea
Print_ISBN :
0-7803-5406-0
DOI :
10.1109/FUZZY.1999.793058