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COMMUNITY DIVISION METHOD AND APPARATUS FOR HOMOGENEOUS NETWORK, AND COMPUTER DEVICE AND STORAGE MEDIUM

机译:均匀网络的社区划分方法和装置,以及计算机设备和存储介质

摘要

The embodiments of the present application belong to the field of big data, and relate to a community division method and apparatus for a homogeneous network, and a computer device and a storage medium. The method comprises: receiving financial transaction information; taking a transaction user in the financial transaction information as a node, and constructing a homogeneous network according to a transaction relationship and transaction data; initializing a community tag of each node to obtain a community tag set; performing calculation by means of taking the transaction data as a weight, so as to obtain a node influence value of each node and a relative influence value of each node to an adjacent node; iteratively updating the community tag set of each node according to the node influence value and the relative influence value; and when a community tag in the community tag set of each node no longer changes, dividing the homogeneous network into at least one community node network according to the community tag. By means of the present application, the accuracy of community division is improved. In addition, the present application further relates to blockchain technology, and the financial transaction information can be stored in a blockchain.
机译:本申请的实施例属于大数据的领域,并且涉及用于均匀网络的社区划分方法和装置,以及计算机设备和存储介质。该方法包括:接收金融交易信息;在金融交易信息中作为节点进行交易用户,并根据事务关系和事务数据构建同类网络;初始化每个节点的社区标记以获取社区标记集;通过将交易数据作为权重执行计算,以便获得每个节点的节点影响值和每个节点的相对影响值到相邻节点;根据节点影响值和相对影响值迭代地更新每个节点的社区标记集;并且当每个节点的社区标记集中的社区标记不再更改,根据社区标记将同一网络划分为至少一个社区节点网络。通过本申请,群落划分的准确性得到改善。另外,本申请还涉及区块链技术,并且金融交易信息可以存储在区块链中。

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