Petersham, MA, United States of America

Donna Karen Byron

This inventor holds 189 USPTO granted patents and 43 published patent applications, primarily in Cognitive Computing (CPC class G06N20-00). Top assignees: International Business Machines Corporation, Doordash, Inc., Nuance Communications, Inc.. Active years: 2007-2025.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Donna Karen Byron. Retrieved from https://idiyas.com/inventor/donna-karen-byron

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 189 

% Patents Active = 48.1

Average Co-Inventor Count = 3.7

ph-index = 11

Forward Citations = 1,127(Granted Patents)

Forward Citations (Not Self Cited) = 1,044(Dec 10, 2025)


Inventors with similar research interests:

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Location History:

  • Rochester, NY (US) (2007 - 2010)
  • Littleton, MA (US) (2015 - 2021)
  • Boston, MA (US) (2016 - 2021)
  • Petersham, PA (US) (2022)
  • Petersham, MA (US) (2015 - 2024)

Company Filing History:


Years Active: 2007-2025

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Areas of Expertise:
Alertness Monitoring
Risk Assessment
Product Attributes
Substitute Ingredients
Entity Clustering
Transportation Security
Digital Information Curation
Cognitive Assessment
Animated Pictograms
Smart Home Recommendations
Question Generation
Pain Alleviation
189 patents (USPTO):Explore Patents

Title: Donna Karen Byron: A Pioneering Inventor with 185 Patents

Introduction:

Donna Karen Byron, hailing from Petersham, MA, is an accomplished inventor and holds an impressive number of 185 patents. Her groundbreaking work in the field of knowledge acquisition and question answering systems has revolutionized the way we process and generate information. This article will delve into her latest patents, career highlights, notable collaborations, and shed light on her invaluable contributions to innovation.

Latest Patents:

Donna Karen Byron's latest patents showcase her expertise in developing advanced technologies that enhance information retrieval and knowledge acquisition. Two notable patents are:

1. Identification of restrictors to form unique descriptions for the generation of answers to questions:

This patent introduces a novel method, system, and computer program product for generating unique answers to questions. By employing a selection model and utilizing metadata, the system iteratively generates more restrictive descriptors until consistent descriptor targets are obtained. This innovative approach enhances the accuracy and relevance of question answering systems.

2. Modifying a set of instructions based on bootstrapped knowledge acquisition from a limited knowledge domain:

In this patent, Byron outlines mechanisms for dynamically modifying sets of instructions using an expanded domain-specific knowledge base. By leveraging natural language processing and analyzing content, the system can identify missing instructions and automatically generate modified sets of instructions. This enables efficient and adaptive instruction modification, enhancing operation performance.

Career Highlights:

Donna Karen Byron's career is marked by her exemplary work in renowned organizations. She has contributed significantly to technological advancements during her tenure at International Business Machines Corporation (IBM) and Doordash, Inc., among others. Her inventive spirit and ability to tackle complex challenges have made her a valued asset in the industry.

Collaborations:

Throughout her career, Byron has had the opportunity to collaborate with accomplished professionals in her field. Notable coworkers include Alexander Pikovsky and Florian Pinel. These collaborations have fostered a spirit of innovation and helped bring diverse expertise to the development of cutting-edge technologies.

Conclusion:

Donna Karen Byron's remarkable achievements as an inventor and holder of 185 patents are a testament to her profound contributions to the field of knowledge acquisition and question answering systems. Her latest patents exemplify her dedication to enhancing information retrieval and modifying sets of instructions for improved performance. Byron's career highlights and collaborations demonstrate her ability to thrive in dynamic and collaborative environments. As a trailblazer in innovation, her work continues to shape and transform the way we interact with and process information, leaving an indelible mark on the world of inventions and patents.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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