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SYSTEM AND METHOD FOR INFERRING SOCIAL INFLUENCE NETWORKS FROM TRANSACTIONAL DATA
SYSTEM AND METHOD FOR INFERRING SOCIAL INFLUENCE NETWORKS FROM TRANSACTIONAL DATA
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机译:从交易数据推断社会影响力网络的系统和方法
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摘要
A system and method for inferring social influence networks from transactional data are provided. Raw transactional data having transaction entries reflecting customer transactions is provided to a processor and translated into internal data. Computer nodes within the system draw a number of randomized samples from the internal data based on a sample number and sample size determined by the processor to promote computational efficiency and accuracy. The computer nodes create a social influence network having links therein representing inferred customer-to-customer purchasing influence. The processor aggregates the social influence network of each sample to create a global social influence network that evidences the purchasing influence of customers within the raw transactional data. The processor may assign a social influence value to customers represented within the raw transactional data by analyzing the global social influence network.
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