The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 03, 2026
Filed:
Jan. 04, 2023
Northeastern University, Boston, MA (US);
Mohsen Moghaddam, Boston, MA (US);
Tucker J. Marion, Holliston, MA (US);
Chenxi Yuan, Springfield, PA (US);
Yi Han, Springfield, PA (US);
Northeastern University, Boston, MA (US);
Abstract
A computer-implemented method for predicting customer sentiment for a product is provided. Customer data is received for multiple products and a vector of customer sentiments is generated that is associated with different aspects of the products. Images are received for multiple products and a latent vector for the images are generated using a pre-trained image processing model. Textual description for products is received and a latent vector for the textual description is generated using a pre-trained natural language processing model. A deep multimodal design evaluation (DMDE) model is designed to integrate the latent vectors of the images and the textual descriptions to predict customer sentiment for new product designs based on their images and textual descriptions. A new product design is provided to the trained DMDE model to obtain predicted customer sentiments for one or more attributes or a new product design is generated with favorable predicted customer sentiments.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile