Company Filing History:
Years Active: 2023
Title: Abhishek Jha - Innovator in Recommendation Systems
Introduction
Abhishek Jha is an inventor based in Redmond, WA (US). He has made significant contributions to the field of recommendation systems, focusing on improving user experience through innovative methods. His work emphasizes the importance of user feedback in enhancing content recommendations.
Latest Patent Applications
Abhishek Jha has filed a patent application titled "VIEWPORT-BASED IMPLICIT FEEDBACK." This application describes systems and methods for improving the recommendations provided to a user by a recommendation system using viewed content as implicit feedback. The application outlines how attention models can be created and updated to infer user attention based on the content viewed on a computing device. These attention models are crucial for converting inferences of user attention into insights regarding user satisfaction with the content. Furthermore, the application discusses how inferences of user satisfaction and fatigue can be utilized as implicit feedback to enhance content selection, triggering, and presentation by the recommendation system.
Conclusion
Abhishek Jha's innovative approach to recommendation systems showcases the potential of using implicit feedback to improve user satisfaction. His work is a valuable contribution to the ongoing development of more effective and user-centered recommendation technologies.