- 专利标题: System and method for recommending repeat-purchase products using modified self-similarity
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申请号: US17393598申请日: 2021-08-04
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公开(公告)号: US11948180B2公开(公告)日: 2024-04-02
- 发明人: Il Im , Seok Yoon Suh
- 申请人: UIF (University Industry Foundation), Yonsei University
- 申请人地址: KR Seoul
- 专利权人: UIF (University Industry Foundation), Yonsei University
- 当前专利权人: UIF (University Industry Foundation), Yonsei University
- 当前专利权人地址: KR Seoul
- 代理机构: LEX IP MEISTER, PLLC
- 优先权: KR 20200125566 2020.09.28
- 主分类号: G06Q30/00
- IPC分类号: G06Q30/00 ; G06F17/11 ; G06F17/16 ; G06F17/18 ; G06Q30/0601
摘要:
Disclosed herein are a system and method for recommending repeat-purchase products using modified self-similarity. The system is operated by a computer in an environment in which user equipment (UE), a database, and a web server are connected over a network. The system includes: a user information reception unit configured to receive user information from the database when the UE connects with the web server; a modified self-similarity calculation unit configured to calculate a modified self-similarity (MSS) using the user information received by the user information reception unit; a similarity calculation unit configured to calculate the sums of similarities between products by substituting the modified self-similarity, calculated by the modified self-similarity calculation unit, into an inter-product similarity calculation matrix; and a product recommendation unit configured to align the sums of similarities between products calculated by the similarity calculation unit and to transmit product information fulfilling preset criteria to the UE.
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