David Meier Weinstein

Title: David Meier Weinstein: Innovator in Contextual User Interest Systems

Introduction

David Meier Weinstein is a notable inventor based in Rockville Centre, NY (US), with a remarkable portfolio of 9 patents. His work primarily focuses on enhancing user interaction with digital content through innovative systems and techniques.

Latest Patents

One of Weinstein's latest patents is titled "Delivery of contextual interest from interaction information." This patent describes systems and techniques that process user interactions with digital content to generate user interest scores for various topics. The contextual user interest system utilizes user interaction data to identify and contextualize content, assigning propensity scores to the contextualized content. By dynamically contextualizing pages of content, the system adapts to changes over time, providing more accurate information than conventional techniques. The contextualized pages are used to assign user interest scores across multiple topics, allowing for comparisons of interest levels between users.

Another significant patent is "Detecting robotic internet activity across domains utilizing one-class and domain adaptation machine-learning models." This invention discloses methods and systems for detecting robotic activity while monitoring Internet traffic across various domains. The system identifies network session data, generating classifiers to output probabilities of human activity and good robotic activity within network sessions. Additionally, it creates a domain-agnostic machine-learning model by combining data from multiple domains.

Career Highlights

Throughout his career, David Meier Weinstein has contributed to prominent companies such as Adobe, Inc. and Adobe Systems Inc. His work in these organizations has significantly influenced the development of innovative technologies in the digital content space.

Collaborations

Weinstein has collaborated with notable professionals in his field, including Edward Schuchardt and Margarita Savova. These collaborations have further enriched his contributions to the industry.

Conclusion

David Meier Weinstein stands out as an influential inventor whose work in contextual user interest systems and robotic activity detection continues to shape the future of digital interaction. His innovative patents and collaborations reflect his commitment to advancing technology in meaningful ways.