Research on Case Retrieval Model Based on Rough Set Theory and BP Neural Network

被引:2
作者
Wang, Xiaohui [1 ]
机构
[1] Shandong Univ Finance, Sch Comp & Informat Engn, Jinan 250014, Peoples R China
来源
2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT UBIQUITOUS COMPUTING AND EDUCATION | 2009年
关键词
rough set theory; BP neural network; case retrieval; discretization; similarity degree;
D O I
10.1109/IUCE.2009.71
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Retrieval is the key technology in case-based reasoning. It imposes a direct effect on the sffeciency and quality of case-based reasoning, and the quality of the retrieved case determines the difficulty of case reuse and adaptation. In allusion to the traditional case retrieval technology disadvantage of die design, a case retrieval method based on rough set theory and neural work is presented Firstly, The paper analyzes and deals with die case database using rough set theory, and it uses a method using grade classification and decision attributes support degree to deal with the quantitative features. And it confirms the important degree of all types of characteristic attributes. To aim to build up a retrieval method based on case's key attributes. BP neural network is used to retrieve the similar case. The proposed method is also demonstrated by an application example. The technology guarantees the validity case retrieval reduces system dependence and improves efficiency of case retrieval.
引用
收藏
页码:117 / 120
页数:4
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