Sunday 2:45 PM–3:30 PM in Speakeasy

Similarity Search in Patents via modern Artificial Intelligence

Sumeet Sandhu, Tami Lee

Audience level:
Intermediate

Description

We will describe our new Patent Management Tool built using modern Artificial Intelligence (Deep Learning) in Python. The AI generates data-based vocabularies used in ‘similarity’ search - allowing a one-click lookup of semantically related words that would otherwise be missed by the user. Preliminary results show that ‘similarity’ search outperforms the traditional keyword-Boolean patent search.

Abstract

Topics to be covered include:
  • Use of python for data acquisition and AI modeling
  • Observations on Natural Language Processing packages like NLTK, spaCy, gensim (performance, features, etc)
  • Performance results of 'similarity' search vs keyword-Boolean search

Sponsors

Become a sponsor.