Title :
A Data Mining Model and Methods Based on Multimedia Database
Author :
Yang Changchun ; Yi Li
Author_Institution :
Sch. of Inf. Sci. &Eng., Jiangsu Polytech. Univ., Changzhou, China
Abstract :
Multimedia Mining is a young but challenging subfield in Data Mining. There are not unified conclusions in the concept, content and methods of Multimedia Mining, Multimedia mining architecture and framework has to be further studied. Based on these, it introduces a appropriate data mining model based on multimedia database; it has analyzed the methods which are associated with the model: data cube, clustering, classification and association rules; at last it has given a instance of data mining in multimedia database which used association rules.
Keywords :
data mining; database management systems; multimedia systems; pattern clustering; software architecture; association rules; data classification; data clustering; data cube; data mining model; multimedia database; multimedia mining architecture; Association rules; Media; Multimedia communication; Multimedia databases; Streaming media;
Conference_Titel :
Internet Technology and Applications, 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5142-5
Electronic_ISBN :
978-1-4244-5143-2
DOI :
10.1109/ITAPP.2010.5566097