Neosynapse Logo solving big data problems

The Problem.

“Patent pools” are a licensing strategy that allows patent holders to leverage each others’ work to create complex products when competing ownership of intellectual property blocks innovation. The US Department of Justice Antitrust Division evaluates the validity of patent pools to ensure they do not distort markets inappropriately. An unanswered question was whether patent pools were more likely to survive anti-trust scrutiny when there was also an established, open technological standard.

The Solution.

Cory developed a set of algorithms to examine the changes in patent co-citation network density for a selected set of candidate patent pools (both successful and unsuccessful in DOJ evaluations). These algorithms were run against the full USPTO and NBER patent databases to objectively identify high-density patent “thickets”: dense webs of overlapping patent citations. By examining the relationship between citation density and time, he constructed a model describing individual patent applications that preceded the creation of a patent pool.

The developed model was able to distinguish differences in network structure between successful and unsuccessful patent pools in several dimensions (time, number of components, existence of a standard, acceleration of network density, citation density compared to adjacent granted patents). The ability to establish objective criteria for thicket identification was key in determining correlation between patent pool characteristics and DOJ analysis outcomes.

The Benefit.

By analyzing the full USPTO and NBER patent databases, Cory developed a model that was able to:

  • Reduce patent pools of any technology to a set of key characteristics; and
  • Predict whether those patent pools would survive anti-trust scrutiny.

Additionally, the research established that patent pools are significantly more likely to survive anti-trust scrutiny in the presence of open standards.  This allowed companies to alter their R&D lifecycles to include participation in standards-setting bodies and increase the likelihood that later patent pool applications will pass DOJ scrutiny, ultimately impacting the market viability of their IP assets.

What our clients are saying:

David added immense value to my teams and projects at Canoe, and to the organization as a whole.
Sana A. Khan,
Canoe Ventures
David has the uncanny gift of identifying business needs by asking on-the-mark questions at a macro level and translating them to applications in a most granular and accurate fashion.
Gerard Broussard,
VP Media Insights & Analytics
David has a superior ability to quickly assess a situation and identify business needs then translate them into an action plan.
Kerry Little,
Santa Barbara Bank and Trust
[David] has a unique talent of finding and surrounding himself with gifted people, and fostering a collaborative environment where ideas can incubate, which has resulted in a track record of delivering exceptional products to his customers.
Grace Staples,
Grace-Hill Consultants
David drove the project to completion and was extremely effective in a difficult corporate environment. I would hire him again without question.
Warren Schlichting,
SVP Comcast