James E McInerney

Title: Innovations of James E McInerney

Introduction

James E McInerney is an accomplished inventor based in Jersey City, NJ (US). He holds a total of 3 patents that showcase his expertise in the field of personalized recommendations. His work primarily focuses on enhancing user experience through innovative technological solutions.

Latest Patents

One of his latest patents is titled "Personalizing explainable recommendations with bandits." This patent describes methods, systems, and computer program products that personalize recommendations of items with associated explanations. The embodiments utilize contextual bandits to create personalized explainable recommendations, referred to as 'recsplanations.' The system, known as "Bart," learns and predicts user satisfaction metrics such as click-through rates and consumption probabilities for various combinations of items, explanations, and contexts. Through logging and contextual bandit retraining, Bart can learn from its mistakes in real-time, improving the overall recommendation process.

Career Highlights

James currently works at Spotify AB, where he continues to innovate in the realm of personalized user experiences. His contributions to the company have been significant, particularly in the development of systems that enhance user engagement through tailored recommendations.

Collaborations

Some of his notable coworkers include Benjamin Lacker and Samantha Hansen, who collaborate with him on various projects aimed at advancing the technology behind personalized recommendations.

Conclusion

James E McInerney's work in the field of personalized recommendations demonstrates his commitment to innovation and user satisfaction. His patents reflect a deep understanding of technology and its application in enhancing user experiences.