A Weighted Dynamic Information Systems Reduction Method

作者:Yin, Yunfei*; Zeng, Yafei; Guan, Haichao; Wang, Xiaonan
来源:Intelligent Automation and Soft Computing, 2014, 20(1): 101-114.
DOI:10.1080/10798587.2013.828907

摘要

Information systems reduction is an important research topic in Information Science; however, in distributed network, how to effectively conduct a dynamic distributed information systems reduction is a problem worthy of study. In this paper, we propose a weighted dynamic information systems reduction method used to conduct the information reduction in a distributed network. In this method, we (1) weigh and combine all the local information reduction results; (2) regard the users' preferences as core attributes; and (3) design recursive algorithms according to the properties. Experimental results show that this method is effective.

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