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Clustering, Explainability, and Automated Decisions in Computer-Based Reasoning Systems

  • US 20200134484A1
  • Filed: 10/22/2019
  • Published: 04/30/2020
  • Est. Priority Date: 10/30/2018
  • Status: Active Grant
First Claim
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1. A method comprising:

  • receiving a request for a suggested action based on an input context, in a computer-based reasoning system, wherein the computer-based reasoning system includes a computer-based reasoning model;

    determining one or more candidate cases based on the input context in the computer-based reasoning system, wherein the one or more candidate cases include respective one or more candidate actions;

    determining the suggested action based on the respective one or more candidate actions;

    determining a suggested cluster based on the one or more candidate cases,determining a compatibility score for the suggested action and the suggested cluster based at least in part on the suggested cluster and the suggested action;

    when there the compatibility score is not beyond a threshold, responding to the request for the suggested action with the suggested action and the suggested cluster;

    when there the compatibility score is beyond the threshold;

    causing the performance of the suggested action by a control system,wherein the method is performed by one or more computing devices.

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