文章基本信息

标题：APPLYING ROUGH SET THEORY IN MULTIMEDIA DATA CLASSIFICATION
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作者：M Nordin A Rahman ; Yuzarimi M Lazim ; Farham Mohamed 等
期刊名称：International Journal of New Computer Architectures and their Applications
印刷版ISSN：2220-9085
出版年度：2011
卷号：1
期号：3
页码：683-693
出版社：Society of Digital Information and Wireless Communications
摘要：The huge size of multimedia data requires for efficient data classification and organization in providing effective multimedia data manipulation. Those valuable data must be captured and stored for potential purposes. One of the main problems in Multimedia Information System (MIS) is the management of multimedia data. As a consequence, multimedia data management has emerged as an important research area for querying, retrieving, inserting and updating of these vast multimedia data. This research considers the rough set theory technique to organize and categorize the multimedia data. Rough set theory method is useful for exploring multimedia data and simplicity to construct multimedia data classification. Classification will help to improve the performance of multimedia data retrieving and organizing process.
关键词：Rough set theory; multimedia data ; management; approximation; classification; ; decision tree