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A new approach for combining content-based and collaborative filters

โœ Scribed by Byeong Man Kim; Qing Li; Chang Seok Park; Si Gwan Kim; Ju Yeon Kim


Publisher
Springer US
Year
2006
Tongue
English
Weight
342 KB
Volume
27
Category
Article
ISSN
0925-9902

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We propose to combine short-term block-based fuzzy support vector machine (FSVM) learning and long-term dynamic semantic clustering (DSC) learning to bridge the semantic gap in content-based image retrieval. The short-term learning addresses the small sample problem by incorporating additional image