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:
Nov. 26, 2024

Filed:

Jan. 28, 2021
Applicant:

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

Inventors:

Abdul Quamar, San Jose, CA (US);

Fatma Ozcan, San Jose, CA (US);

Eser Kandogan, Mountain View, CA (US);

Jung-Lin Lee, El Dorado Hills, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9032 (2019.01); G06F 16/242 (2019.01); G06F 16/2452 (2019.01); G06F 16/2458 (2019.01); G06F 16/248 (2019.01); G06F 16/26 (2019.01); G06F 16/9035 (2019.01); G06F 40/216 (2020.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01); G06N 5/02 (2023.01);
U.S. Cl.
CPC ...
G06F 16/90332 (2019.01); G06F 16/2425 (2019.01); G06F 16/243 (2019.01); G06F 16/24522 (2019.01); G06F 16/2465 (2019.01); G06F 16/248 (2019.01); G06F 16/26 (2019.01); G06F 16/90324 (2019.01); G06F 16/9035 (2019.01); G06F 40/216 (2020.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01); G06N 5/02 (2013.01);
Abstract

An insight comprising a fact about a portion of data in a dataset is detected in the dataset. A context is determined by analyzing a natural language input, the context identifying an intent and an entity referenced by the natural language input. A relevance score is computed for the insight, the relevance score comprising a measure of similarity between a vector representation of the insight and a vector representation of the context, the vector representation of the insight comprising an encoding of the insight in multidimensional numerical form, the vector representation of the context comprising an encoding of the context in multidimensional numerical form. A selected insight is presented, the selected insight selected from a set of insights including the insight, the selected insight selected based on the relevance score.


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