This inventor holds 3 USPTO granted patents. Top assignee: Spotify Ab. Active years: 2022-2024.
Company Filing History:
Years Active: 2022-2024
Title: Samantha Hansen: Innovator in Personalization Technology
Introduction
Samantha Hansen is a prominent inventor based in New York, NY (US). She has made significant contributions to the field of personalization technology, holding a total of 3 patents. Her work focuses on enhancing user experiences through innovative recommendation systems.
Latest Patents
One of Samantha's 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, named 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
Samantha currently works at Spotify AB, where she continues to develop innovative solutions in the realm of personalized recommendations. Her expertise in this area has positioned her as a key player in the advancement of user-centric technology.
Collaborations
Samantha collaborates with talented individuals such as Rishabh Mehrotra and Benjamin Lacker, contributing to a dynamic and innovative work environment.
Conclusion
Samantha Hansen's contributions to personalization technology through her patents and work at Spotify AB highlight her role as a leading inventor in the field. Her innovative approaches are shaping the future of user experiences in technology.