John R Kent

US Patent:

20190042933, Feb 7, 2019

Filed:

Aug 2, 2017

Appl. No.:

15/667287

Inventors:

- Armonk NY, US
Aaron K. Baughman - Silver Spring MD, US
John J. Kent - North Attleboro MA, US
John C. Newell - Austin TX, US
David Provan - Cobb GA, US
Noah Syken - New Rochelle NY, US

International Classification:

G06N 3/08
G06F 17/30
G06N 99/00

Abstract:

A set of vectors may be obtained. The vectors may be multi-dimensional vectors that are associated with and describe tokens from a first set of tokens from a corpus of sources. The description may be based in part on the relationship of the token to at least a portion of the remainder of the corpus. A set of sentiment scores may be obtained. The sentiment scores in the set of sentiment scores may describe a sentiment associated with a corresponding token that is described by a vector from the set of vectors. The set of vectors and the set of sentiment scores may be input into a pattern-recognizer pathway in a first neural network. A probability value of a potential future event may then be generated by the first neural network. The probability value may be based on the set of vectors and the set of sentiment scores.