Patents by Inventor Ethan Berl

Ethan Berl has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Recommendation engine based on optimized combination of recommendation algorithms
    Patent number: 11551281
    Abstract: A method includes receiving a training metric, the training metric indicating a parameter to be optimized by content recommendations. A machine learning algorithm maybe used to determine a plurality of different combinations of the recommendation algorithms in the experiment, and each of one or more of the plurality of combinations may be used to generate a content recommendation for one or more visitors. The statistical performance of each of the one or more combinations in optimizing the parameter (based on the content recommendations generated by those combinations) may be monitored and a higher percentage of visitors may be allocated to a combination that generates content recommendations that are the most effective at optimizing the parameter.
    Type: Grant
    Filed: January 28, 2020
    Date of Patent: January 10, 2023
    Assignee: OPTIMIZELY, INC.
    Inventor: Ethan Berl
  • RECOMMENDATION ENGINE BASED ON OPTIMIZED COMBINATION OF RECOMMENDATION ALGORITHMS
    Publication number: 20210233147
    Abstract: A method includes receiving a training metric, the training metric indicating a parameter to be optimized by content recommendations. A machine learning algorithm maybe used to determine a plurality of different combinations of the recommendation algorithms in the experiment, and each of one or more of the plurality of combinations may be used to generate a content recommendation for one or more visitors. The statistical performance of each of the one or more combinations in optimizing the parameter (based on the content recommendations generated by those combinations) may be monitored and a higher percentage of visitors may be allocated to a combination that generates content recommendations that are the most effective at optimizing the parameter.
    Type: Application
    Filed: January 28, 2020
    Publication date: July 29, 2021
    Inventor: Ethan Berl