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Customer Lifetime Network Value

机译:客户终身网络价值

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摘要

Today, people are increasingly connected and extensively interact with each other using technology-enabled media. Hence, customers are more frequently exposed to social influence of other customers when making purchase decisions. However, established approaches for customer valuation most widely neglect network effects based on social influence leading to a misallocation of resources. Therefore, following a design-oriented approach, this paper develops a model for customer valuation referred to as the customer lifetime network value (CLNV) incorporating an integrated network perspective. By considering the net network contribution of customers, the CLNV reallocates values between customers based on social influence without changing the overall network value, that is, a firm's customer equity. Using a real-world dataset of a European online social network, we demonstrate and evaluate the applicability of the CLNV. We show that the CLNV enables a sound determination of both individual customers' value and firm's customer equity and supports thorough customer segmentation.
机译:如今,人们之间的联系越来越紧密,并使用技术支持的媒体进行了广泛的互动。因此,在做出购买决定时,客户会更频繁地受到其他客户的社会影响。但是,已建立的用于客户评估的方法最广泛地忽略了基于社会影响的网络效应,从而导致资源分配错误。因此,遵循一种面向设计的方法,本文结合集成的网络视角,开发了一种用于客户评估的模型,称为客户生命周期网络价值(CLNV)。通过考虑客户对网络的净贡献,CLNV会根据社会影响力在客户之间重新分配价值,而不会改变整个网络的价值,即公司的客户权益。使用欧洲在线社交网络的真实数据集,我们演示并评估了CLNV的适用性。我们表明,CLNV能够正确确定单个客户的价值和公司的客户权益,并支持彻底的客户细分。

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