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.
Patent No.:
Date of Patent:
Aug. 27, 2019
Filed:
Jun. 25, 2015
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/30 (2006.01); G06F 16/28 (2019.01); G06F 16/13 (2019.01); G06F 16/27 (2019.01); G06F 16/22 (2019.01); G16H 10/60 (2018.01); G16H 50/70 (2018.01); G06F 16/31 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/13 (2019.01); G06F 16/2228 (2019.01); G06F 16/2246 (2019.01); G06F 16/278 (2019.01); G16H 10/60 (2018.01); G16H 50/70 (2018.01); G06F 16/31 (2019.01); G06F 16/316 (2019.01);
Abstract
Systems and methods for indexing data include formulating an objective function to index a dataset, a portion of the dataset including supervision information. A data property component of the objective function is determined, which utilizes a property of the dataset to group data of the dataset. A supervised component of the objective function is determined, which utilizes the supervision information to group data of the dataset. The objective function is optimized using a processor based upon the data property component and the supervised component to partition a node into a plurality of child nodes.