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METHOD AND APPARATUS FOR GROUPING COMMUNITIES ON THE BASIS OF FEATURE MATCHING NETWORK, AND ELECTRONIC DEVICE

机译:基于特征匹配网络和电子设备对社区进行分组的方法和装置

摘要

A method and an apparatus for grouping communities on the basis of a feature matching network, and an electronic device. The method comprises: according to preset K hash functions, determining a K-bit hash vector corresponding to the information of each account (S101); sequentially dividing the hash vector corresponding to the information of each account into m=K/k classes of sub hash vectors (S102); for each class, grouping the information of accounts with the same sub hash vector into the same group (S103); calculating the similarities among the information of respective accounts of the same group (S104); if the similarities among the information of respective accounts are greater than a threshold, establishing interconnected edges among the information of respective accounts to form a feature matching network (S105); and according to the feature matching network, performing community grouping of the information of respective accounts (S106). The method can analyze grouped communities to discover an abnormal community.
机译:用于基于特征匹配网络对社区进行分组的方法和设备以及电子设备。该方法包括:根据预设的K个哈希函数,确定与每个账户的信息相对应的K位哈希向量(S101);将与每个账户的信息相对应的哈希向量依次划分为m = K / k个子哈希向量类别(S102);对于每个类别,将具有相同子散列向量的账户信息分组为同一组(S103);计算同一组的各个账户的信息之间的相似度(S104);如果各个帐户的信息之间的相似度大于阈值,则在各个帐户的信息之间建立互连边缘,以形成特征匹配网络(S105);然后,根据特征匹配网络,对各个账户的信息进行社区分组(S106)。该方法可以分析分组的社区以发现异常社区。

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