Rodney L Fulford

US Patent:

20210089971, Mar 25, 2021

Filed:

Dec 3, 2020

Appl. No.:

17/111497

Inventors:

- Washington DC, US
John David FLEIG - Hilliard OH, US
Dmitrii Arkadyevich POLSHAKOV - Columbus OH, US
Jeffrey Michael WILSON - Upper Arlington OH, US
Rodney Laroy FULFORD - Reynoldsburg OH, US
Yi DENG - Powell OH, US
Philippe Yves Bertrand AYALA - Columbus OH, US
Donald Eugene SWARTWOUT - Powell OH, US
Nicholas Thady COCKROFT - Columbus OH, US

International Classification:

G06N 20/20
G06N 5/04

Abstract:

In some embodiments, a computer implemented method for identifying conflicting prior art is provided. The method may include: receiving a set of target conflict citations from a database; generating a first data set based on the conflict citations; decorating the first set of data with one or more features from the set of target conflict citations; generating a training set based on the first data set; training multiple data models using the training data set to identify one or more conflict citations; selecting a data model from the multiple data models; receiving a search document; generating a data set of potential prior art related to the received search document: generating, by the selected model, a ranked list of potential conflict citations based on the potential prior art; and outputting the ranked list.

US Patent:

20200073879, Mar 5, 2020

Filed:

Aug 27, 2019

Appl. No.:

16/553148

Inventors:

- Washington DC, US
John David FLEIG - Hilliard OH, US
Dmitrii Arkadyevich POLSHAKOV - Columbus OH, US
Jeffrey Michael WILSON - Upper Arlington OH, US
Rodney Laroy FULFORD - Reynoldsburg OH, US
Yi DENG - Powell OH, US
Philippe Yves AYALA - Columbus OH, US
Donald Eugene SWARTWOUT - Powell OH, US
Christopher Ryan Gessner - Columbus OH, US

International Classification:

G06F 16/31
G06F 17/16
G06F 16/93
G06N 3/02
G06F 16/335

Abstract:

In some embodiments, a computer-implemented method for retrieving a similar document from a corpus of documents is provided. The method may include receiving a search document comprising a set of words; applying a first encoder to generate a first vector; applying a second encoder to generate a second vector; determining a first similarity between the first vector of the search document and the first vector of each document of the corpus of documents; determining a second similarity between the second vector of the search document and the second vector of each document of the corpus of documents; generating a first ranked list of documents based on the first similarity; generating a second ranked list of documents based on the second similarity; applying a voting algorithm to determine a score associated with each document; and outputting a third ranked list of documents based on the determined score.

Address:

206 Caswell Dr, Columbus, OH 43230

VIN:

1HGCM66597A038033

Make:

HONDA

Model:

ACCORD

Year:

2007