The Landscape of Machine Learning from a Patent Perspective

The Landscape of Machine Learning from a Patent Perspective

November 4, 2019

This analysis provides a detailed look at the machine learning technology landscape from a patent perspective.

A look at the machine learning patent landscape shows that Microsoft and Alphabet currently hold the most – and highest quality – patents. However, the data also shows that leadership positions can change very quickly in this rapidly developing technology field. In particular Chinese companies are among the most prolific filers in this space, nevertheless their patents fall short in terms of impact and quality.

This analysis, conducted on the LexisNexis® PatentSight® patent analytics platform, in collaboration with ip-search, a commercial patent search service provider of the Swiss Federal Institute of Intellectual Property, provides a detailed look at the machine learning technology landscape, from a patent perspective.

Read the full white paper

Provide actionable insights to support strategic decision-making

Effectively communicate the value of your IP with powerful insights and visualizations, enabling you to turn your patent department into a strategic consulting unit.

Taking patent analytics out of the ‘black box’

With LexisNexis® Intellectual Property Solutions, you benefit from a highly transparent scientific approach to patent data analysis. Forget opaque algorithms and analytics ‘black boxes’, we can show you exactly how we reached at our insights. Patent analytics solution, PatentSight®, is built on the foundation of ground-breaking validated research, which is often cited in leading scientific publications.

Brought together in the patent value indicator, the Patent Asset Index™, this objective approach to assessing patent quality and benchmarking patent portfolios has become a de facto standard in measuring portfolio strength.

High-quality data: a prerequisite for reliable patent analysis

LexisNexis Intellectual Property Solutions validates and quality-assures patent data by assigning patents to their accurate commercial owners and verifying their legal validity and remaining lifetime.

Superior datasets allow you to unveil valuable patent insights and see clearly who wields commercial power over the inventions that underpin promising patents.

Patent analyses conducted with PatentSight® have proven to be more reliable than analyses based on unprocessed patent data.

Was this post helpful?