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:
Mar. 08, 2022

Filed:

May. 04, 2018
Applicant:

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

Inventors:

William S. Spangler, San Martin, CA (US);

Richard L. Martin, Jamaica Plain, MA (US);

David Martinez Iraola, Sunnyvale, CA (US);

Daniel Pierce, Rochester, MN (US);

Sheng Hua Bao, San Jose, CA (US);

Meenakshi Nagarajan, San Jose, CA (US);

Michael D. Pfeifer, Olmsted, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/30 (2006.01); G06F 16/28 (2019.01); G06N 5/02 (2006.01); G06F 16/901 (2019.01); G16B 50/00 (2019.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G06F 16/288 (2019.01); G06F 16/9024 (2019.01); G06F 40/30 (2020.01); G06N 5/022 (2013.01); G16B 50/00 (2019.02);
Abstract

According to embodiments of the present invention, methods, systems and computer readable media are provided, in a cognitive data processing system, for implementing a predictive analytics system that utilizes entity and non-entity information. A collection of content is processed to extract defined entities pertaining to one or more domains. Semantic relationships are determined between objects within the collection of content, wherein the objects include undefined entities. The defined entities and objects are resolved based on entity definitions and the semantic relationships to determine defined entities and undefined entities for a resulting data set. The resulting data set is processed to identify one or more relationships between a defined entity and an undefined entity.


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