Patents by Inventor Zachary GLEICHER

Zachary GLEICHER 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).

  • SYSTEMS AND METHODS OF SELECTING VISUAL ELEMENTS BASED ON SENTIMENT ANALYSIS
    Publication number: 20210365962
    Abstract: Systems and methods for selecting visual elements to insert into content items based on sentiment analysis are detailed herein. A data processing system can establish a performance prediction model for content items correlating constituent visual elements to sentiment performance metrics using a training dataset. The data processing system can identify a content item and candidate visual elements to insert. The content item can have constituent visual elements. The data processing system can determine a total sentiment performance metric for the content item using the performance prediction model. The data processing system can determine a combinative performance metric between the candidate visual element and the visual elements using the performance prediction model. The combinative performance metric can indicate a predicted effect on the total performance metric. The data processing system can select a candidate visual element to insert into the content item based on the combinative performance metric.
    Type: Application
    Filed: November 13, 2018
    Publication date: November 25, 2021
    Applicant: Google LLC
    Inventors: James TOLENTINO, Ira BLOSSOM, Zhenshuo FANG, Mahalia MILLER, Xiaoyu QU, Derek DUNFIELD, Yeo Jin REE, Nihan Gormez KARAHAN, Zachary GLEICHER, Jeffrey MIELKE, Holl LIOU, Karin HENNESSY