Invention Grant
- Patent Title: Similarity calculation system, method of calculating similarity, and program
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Application No.: US14888939Application Date: 2014-03-31
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Publication No.: US10678765B2Publication Date: 2020-06-09
- Inventor: Ali Cevahir
- Applicant: Rakuten, Inc.
- Applicant Address: JP Tokyo
- Assignee: RAKUTEN, INC.
- Current Assignee: RAKUTEN, INC.
- Current Assignee Address: JP Tokyo
- Agency: HEA Law PLLC
- International Application: PCT/JP2014/059470 WO 20140331
- International Announcement: WO2015/151162 WO 20151008
- Main IPC: G06F16/22
- IPC: G06F16/22 ; G06F16/245 ; G06F16/28 ; G06F16/35

Abstract:
To calculate quickly a similarity to a query vector even when the number of dimensions of a target vector is large. The similarity calculation system is configured to: acquire a plurality of first target vectors; generate a plurality of second target vectors having a smaller number of dimensions than the plurality of first target vectors by subjecting each of the plurality of first target vectors to predetermined processing; acquire, based on the plurality of second target vectors, a plurality of clusters each including at least one of the plurality of first target vectors and at least one of the plurality of the second target vectors, each of the at least one second target vector corresponding to one of the at least one first target vector; and calculate a similarity between each of the at least one first target vector belonging to one or more clusters selected based on a given query vector having the same number of dimensions as the at least one first target vector, and the given query vector.
Public/Granted literature
- US20160085783A1 SIMILARITY CALCULATION SYSTEM, METHOD OF CALCULATING SIMILARITY, AND PROGRAM Public/Granted day:2016-03-24
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