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Simulation-based evaluation of a marketing channel attribution model

机译:基于模拟的营销渠道归因模型评估

摘要

This disclosure involves allocating content-delivery resources to electronic content-delivery channels based on attribution models accuracy. For instance, a simulation is executed that involves simulating user exposures, times between user exposures, and user responses. The simulation is performed based on parameters associated with simulating user exposures to electronic content-delivery channels and user responses to the user exposures. An accuracy of a channel attribution model when estimating an attribution of an electronic content-delivery channel to a user response is evaluated based on the simulation. A channel attribution model is selected based on the evaluation. An attribution of the electronic content-delivery channel is determined by applying the selected channel attribution model to actual user exposures and actual user responses. This attribution can be used to allocate content-delivery resources to the electronic content-delivery channel in accordance with the selected channel attribution model, and thereby provide interactive content via the electronic content-delivery channel.
机译:本公开涉及基于归属模型精度将内容传送资源分配给电子内容传送信道。例如,执行涉及模拟用户风险的模拟,用户曝光和用户响应之间的时间。基于与模拟用户风险相关联的参数来执行模拟,从而对电子内容 - 传送信道和对用户曝光的用户响应。基于仿真评估当估计电子内容传送信道的归属时的信道归因模型的准确性。基于评估选择频道属性模型。通过将所选择的信道归因模型应用于实际的用户风险和实际用户响应,确定电子内容传送信道的归属。该归属可用于根据所选择的信道归因模型将内容传送资源分配给电子内容 - 传送信道,从而通过电子内容传送信道提供交互式内容。

著录项

  • 公开/公告号US11200592B2

    专利类型

  • 公开/公告日2021-12-14

    原文格式PDF

  • 申请/专利权人 ADOBE INC.;

    申请/专利号US201916514576

  • 申请日2019-07-17

  • 分类号G06Q30;G06Q30/02;G06Q10/06;

  • 国家 US

  • 入库时间 2022-08-24 22:47:46

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