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贺靖; 王磊; 周喜; 王瑞
Source Publication计算机工程


Other Abstract

In order to solve this problem that the number of character classes is unknown, and the large number of data in process of children using computer-education system, this paper presents a kind of method based on K-means Hierarchical Clustering(KMHC) algorithm to dig the children’s roles of the interaction. This method preprocess the data by using data cleaning with constraints and data changes with rules. After preprocess, this method uses K-means clustering method of interactive children in supplementary roles in the process of initial clustering, and uses the hierarchical clustering method to classify the initial results. Experimental results show that the classification of this method is better, and has good efficiency.

Keyword预处理 聚类融合 角色 约束 数据清理 数据挖掘
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GB/T 7714
贺靖,王磊,周喜,等. 基于KMHC算法的儿童交互角色挖掘方法[J]. 计算机工程,2012,38(19):188-190+194.
APA 贺靖,王磊,周喜,&王瑞.(2012).基于KMHC算法的儿童交互角色挖掘方法.计算机工程,38(19),188-190+194.
MLA 贺靖,et al."基于KMHC算法的儿童交互角色挖掘方法".计算机工程 38.19(2012):188-190+194.
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