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Co clustering device, CO clustering method and co clustering program

机译:协同聚类装置,协同聚类方法及协同聚类程序

摘要

PROBLEM TO BE SOLVED: To provide a co-clustering device capable of performing adequate clustering.;SOLUTION: A co-clustering device includes an extended edge matrix generation part 102 which generates an extended edge matrix from link relation between an object and a property, and an exceptional object having links to all properties, a normalization part 103 which normalizes the extended edge matrix, a characteristic space conversion part 104 which converts the normalized extended edge matrix to a characteristic space, an object clustering part 105 which generates a cluster from an object arranged in the characteristic space, and a property classification part 106 which classifies properties arranged in the characteristic space such that a property which is suitable to the obtained cluster and closely corresponds to one cluster is classified into the obtained cluster, and a property which is not suitable to the obtained cluster and corresponds to a plurality of clusters is classified into the exceptional cluster.;COPYRIGHT: (C)2013,JPO&INPIT
机译:解决的问题:提供一种能够执行足够聚类的共聚设备。解决方案:共聚设备包括扩展边缘矩阵生成部件102,该扩展边缘矩阵生成部件102根据对象与属性之间的链接关系生成扩展边缘矩阵,以及具有链接到所有属性的特殊对象,标准化扩展边缘矩阵的归一化部分103,将规范化扩展边缘矩阵转换为特征空间的特征空间转换部分104,从聚类生成簇的对象聚类部分105在特征空间中布置的物体,以及对在特征空间中布置的属性进行分类的属性分类部分106,使得适合于所获得的簇并且紧密对应于一个簇的属性被分类为所获得的簇,并且不适合获得的聚类并且对应于多个聚类n至卓越集群。版权所有:(C)2013,JPO&INPIT

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