The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 23, 2022

Filed:

Feb. 23, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Tetsuro Morimura, Tokyo, JP;

Yachiko Obara, Tokyo, JP;

Takayuki Osogami, Tokyo, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/04 (2006.01); G06F 16/28 (2019.01); G06F 16/9032 (2019.01); G06F 16/35 (2019.01); G06N 7/00 (2006.01); G06N 5/02 (2006.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/285 (2019.01); G06F 16/355 (2019.01); G06F 16/90324 (2019.01); G06N 5/022 (2013.01); G06N 5/04 (2013.01); G06N 7/005 (2013.01); G06Q 30/02 (2013.01); G06Q 30/0202 (2013.01);
Abstract

A training method is provided. The training method includes clustering, by a processor, a plurality of items that each have an item attribute value, according to the item attribute value. The training method further includes generating, by the processor, for each item, a cluster attribute value corresponding to a cluster associated with the item. The training method also includes training, by the processor, an estimation model for estimating selection behavior of a target with respect to a choice set including two or more items, based on the cluster attribute value associated with each item included in the choice set, by using training data that includes a group of a choice set of items presented to the target and an item selected by the target from among the choice set.


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