Invention Grant
- Patent Title: Ranking job candidate search results
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Application No.: US15827337Application Date: 2017-11-30
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Publication No.: US10679188B2Publication Date: 2020-06-09
- Inventor: Gio Borje , Benjamin John McCann , David DiCato , Jerry Lin , Skylar Payne , Apoorv Khandelwal , Nadeem Anjum
- Applicant: Microsoft Technology Licensing, LLC
- Applicant Address: US WA Redmond
- Assignee: Microsoft Technology Licensing, LLC
- Current Assignee: Microsoft Technology Licensing, LLC
- Current Assignee Address: US WA Redmond
- Agency: Schwegman Lundberg & Woessner, P.A.
- Main IPC: G06Q10/10
- IPC: G06Q10/10 ; G06Q10/06 ; G06N20/00

Abstract:
Systems and methods for predicting feature values in a matrix are disclosed. In example embodiments, a server accesses a matrix, the matrix having multiple dimensions, one dimension of the matrix representing features, and one dimension of the matrix representing entities. The server separates the matrix into multiple submatrices along a first dimension, each submatrix including all cells in the matrix for a set of values in the first dimension. The server provides the multiple submatrices to multiple machines. The server computes, using each machine, a correlation between values in at least one second dimension of the matrix and a value for a preselected feature in the matrix, the correlation being used to predict the value for the preselected feature based on other values along the at least one second dimension. The server provides an output representing the computed correlation.
Public/Granted literature
- US20190164132A1 RANKING JOB CANDIDATE SEARCH RESULTS Public/Granted day:2019-05-30
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