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IMPLEMENTING RETAIL CUSTOMER ANALYTICS DATA MODEL IN A DISTRIBUTED COMPUTING ENVIRONMENT

机译:在分布式计算环境中实现零售客户分析数据模型

摘要

The disclosure relates generally to managing data of a customer in a distributed computing environment and more particularly to a system and a method for implementing retail customer analytics data model in a distributed computing environment. Customer data, transaction data, and interaction data of a customer in a form of facts and dimensions is received from a plurality of sources. A relationship in the customer data is identified by checking the facts and the dimensions in the plurality of sources. Based on the relationship, a unified customer profile is created. Further, a customer identity is generated by performing an identity matching on the unified customer profile. The transaction data received from the plurality of sources is merged to create a unified transaction model. Subsequently, the customer identity is linked with the unified transaction model and the interaction data to generate a plurality of customer analytics records. Further, the plurality of customer analytics records are analysed to obtain the behaviour of the customer.
机译:本公开总体上涉及在分布式计算环境中管理客户的数据,并且更具体地涉及用于在分布式计算环境中实现零售客户分析数据模型的系统和方法。从多个来源接收事实和维度形式的客户数据,交易数据和客户的交互数据。通过检查多个源中的事实和维度来识别客户数据中的关系。基于该关系,创建统一的客户资料。此外,通过对统一的客户简档执行身份匹配来生成客户身份。从多个源接收的交易数据被合并以创建统一的交易模型。随后,将客户身份与统一交易模型和交互数据链接,以生成多个客户分析记录。此外,分析多个客户分析记录以获得客户的行为。

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