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. 05, 2025

Filed:

Aug. 21, 2020
Applicant:

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

Inventors:

John Arthur Medicke, Raleigh, NC (US);

Ramasuri Narayanam, Andhra Pradesh, IN;

Sudhanshu Shekhar Singh, New Delhi, IN;

Shweta Garg, New Delhi, IN;

Gyana Ranjan Parija, Gurgaon, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/1053 (2023.01); G06F 16/906 (2019.01); G06N 3/006 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 10/1053 (2013.01); G06F 16/906 (2019.01); G06N 20/00 (2019.01); G06N 3/006 (2013.01); G06N 7/01 (2023.01);
Abstract

Methods, systems, and computer program products for designing conflict minimizing outreach strategies are provided herein. A computer-implemented method includes obtaining data from a job matching service corresponding to jobs listed on the job matching service and candidates; generating job clusters for the jobs based on clustering criteria; identifying, for each respective one of the job clusters, a set of candidates from among the candidates to reduce inter-cluster conflict; selecting, for each of the jobs in a given one of the job clusters, individual candidates from among the set of candidates corresponding to the given job cluster to reduce intra-cluster conflict with respect to the plurality of candidates; and outputting one or more optimized lists of the candidates for the jobs based on the identifying and the selecting.


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