Emily Strong

Title: Emily Strong: Innovator in User Action Prediction

Introduction

Emily Strong is a talented inventor based in Quincy, MA (US). She has made significant contributions to the field of technology, particularly in predicting user actions through innovative methods. Her work focuses on utilizing clickstream data to enhance user experience and engagement.

Latest Patents

Emily Strong holds a patent for "Determining future user actions using time-based featurization of clickstream data." This patent describes methods and apparatuses for determining future user actions by capturing clickstream data from web browsing sessions. The process involves converting this data into tokens by identifying unique URLs and parsing them. A frequency matrix is generated based on these tokens, leading to the creation of latent feature vectors for each URL. The server merges these vectors with the clickstream data to form an aggregate clickstream vector set for the user. By assigning time-decayed weight values to each vector, the server combines them to generate a clickstream embedding, which is then used in a machine learning model to predict user actions.

Career Highlights

Emily is currently employed at FMR Corp., where she continues to develop her innovative ideas and contribute to the company's technological advancements. Her work has positioned her as a key player in her field, showcasing her ability to blend technology with user behavior analysis.

Collaborations

Emily collaborates with talented individuals such as Serdar Kadioglu and Manny Jain, who contribute to her projects and enhance the overall innovation process.

Conclusion

Emily Strong is a remarkable inventor whose work in predicting user actions through clickstream data is paving the way for advancements in technology. Her contributions are valuable to the industry and demonstrate her commitment to innovation.