SG11202004909YA - Recommendation system construction method and apparatus - Google Patents

Recommendation system construction method and apparatus

Info

Publication number
SG11202004909YA
SG11202004909YA SG11202004909YA SG11202004909YA SG11202004909YA SG 11202004909Y A SG11202004909Y A SG 11202004909YA SG 11202004909Y A SG11202004909Y A SG 11202004909YA SG 11202004909Y A SG11202004909Y A SG 11202004909YA SG 11202004909Y A SG11202004909Y A SG 11202004909YA
Authority
SG
Singapore
Prior art keywords
construction method
recommendation system
system construction
recommendation
construction
Prior art date
Application number
SG11202004909YA
Other languages
English (en)
Inventor
Chaochao Chen
Jun Zhou
Original Assignee
Alibaba Group Holding Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Publication of SG11202004909YA publication Critical patent/SG11202004909YA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0269—Targeted advertisements based on user profile or attribute
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G06Q30/0631—Item recommendations

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Development Economics (AREA)
  • Strategic Management (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Game Theory and Decision Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • General Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202004909YA 2018-03-02 2019-03-01 Recommendation system construction method and apparatus SG11202004909YA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810174727.XA CN108520303A (zh) 2018-03-02 2018-03-02 一种推荐系统构建方法及装置
PCT/US2019/020288 WO2019169266A1 (en) 2018-03-02 2019-03-01 Recommendation system construction method and apparatus

Publications (1)

Publication Number Publication Date
SG11202004909YA true SG11202004909YA (en) 2020-06-29

Family

ID=63433489

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202004909YA SG11202004909YA (en) 2018-03-02 2019-03-01 Recommendation system construction method and apparatus

Country Status (6)

Country Link
US (2) US11551110B2 (zh)
EP (1) EP3695368A1 (zh)
CN (1) CN108520303A (zh)
SG (1) SG11202004909YA (zh)
TW (1) TWI712963B (zh)
WO (1) WO2019169266A1 (zh)

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CN108520303A (zh) 2018-03-02 2018-09-11 阿里巴巴集团控股有限公司 一种推荐系统构建方法及装置
CN109952582B (zh) * 2018-09-29 2023-07-14 区链通网络有限公司 一种强化学习模型的训练方法、节点、系统及存储介质
CN109690530A (zh) * 2018-11-29 2019-04-26 袁振南 模型训练方法及其节点、网络及存储装置
CN110020883A (zh) * 2018-12-12 2019-07-16 阿里巴巴集团控股有限公司 一种对评分矩阵中的未知评分进行预测的方法及装置
RU2702980C1 (ru) * 2018-12-14 2019-10-14 Самсунг Электроникс Ко., Лтд. Распределённое обучение моделей машинного обучения для персонализации
CN110046258B (zh) * 2019-03-08 2023-07-11 创新先进技术有限公司 用于确定针对实体的用户关联度量值的方法及装置
CN110196944B (zh) * 2019-05-07 2021-06-01 深圳前海微众银行股份有限公司 一种序列化信息的推荐方法及装置
CN110175283B (zh) * 2019-05-10 2021-04-13 深圳前海微众银行股份有限公司 一种推荐模型的生成方法及装置
CN112183565B (zh) * 2019-07-04 2023-07-14 创新先进技术有限公司 模型训练方法、装置及系统
CN113077058B (zh) * 2019-10-23 2022-07-15 支付宝(杭州)信息技术有限公司 一种由用户终端执行的推送模型优化方法和装置
CN110807153A (zh) * 2019-11-06 2020-02-18 深圳墨世科技有限公司 基于增量更新的推荐方法、装置、计算机设备及存储介质
CN110874471B (zh) * 2019-11-19 2021-02-23 支付宝(杭州)信息技术有限公司 保护隐私安全的神经网络模型的训练方法和装置
US12088565B2 (en) * 2019-12-13 2024-09-10 Triplelind Holdings, Inc. Systems and methods for privacy preserving training and inference of decentralized recommendation systems from decentralized data
CN111079947B (zh) * 2019-12-20 2022-05-17 支付宝(杭州)信息技术有限公司 一种基于可选隐私数据进行模型训练的方法及系统
CN113593607B (zh) * 2020-04-30 2024-07-30 广州欢城文化传媒有限公司 一种音频处理方法、装置及电子设备
US11822447B2 (en) 2020-10-06 2023-11-21 Direct Cursus Technology L.L.C Methods and servers for storing data associated with users and digital items of a recommendation system
CN112328646B (zh) * 2021-01-04 2021-04-06 平安科技（深圳）有限公司 多任务课程推荐方法、装置、计算机设备及存储介质
CN113269610A (zh) * 2021-05-25 2021-08-17 索信达(北京)数据技术有限公司 银行产品的推荐方法、装置及存储介质
CN113642740B (zh) * 2021-08-12 2023-08-01 百度在线网络技术（北京）有限公司 模型训练方法及装置、电子设备和介质
US11748431B2 (en) * 2021-12-23 2023-09-05 Atlassian Pty Ltd. System and graphical user interface for generating document space recommendations for an event feed of a content collaboration platform

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US7617164B2 (en) * 2006-03-17 2009-11-10 Microsoft Corporation Efficiency of training for ranking systems based on pairwise training with aggregated gradients
US7685232B2 (en) * 2008-06-04 2010-03-23 Samsung Electronics Co., Ltd. Method for anonymous collaborative filtering using matrix factorization
WO2010068840A1 (en) 2008-12-12 2010-06-17 The Trustees Of Columbia University In The City Of New York Machine optimization devices, methods, and systems
HUP1000408A2 (en) 2010-07-30 2012-03-28 Gravity Res & Dev Kft Recommender systems and methods
CN102789462B (zh) * 2011-05-18 2015-12-16 阿里巴巴集团控股有限公司 一种项目推荐方法及系统
US9110955B1 (en) 2012-06-08 2015-08-18 Spotify Ab Systems and methods of selecting content items using latent vectors
TW201441961A (zh) 2013-04-22 2014-11-01 Si-Zhou Peng 擴增實境技術開發之智慧型綠建築推薦系統及方法
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WO2017178870A1 (en) * 2016-04-15 2017-10-19 Telefonaktiebolaget Lm Ericsson (Publ) System and method for client-side model training in recommender systems
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CN106846106A (zh) * 2017-01-16 2017-06-13 南京师范大学 一种图构建框架下的矩阵分解推荐方法
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CN108520303A (zh) 2018-03-02 2018-09-11 阿里巴巴集团控股有限公司 一种推荐系统构建方法及装置

Also Published As

Publication number Publication date
US10902332B2 (en) 2021-01-26
TW201939366A (zh) 2019-10-01
US20200134490A1 (en) 2020-04-30
US11551110B2 (en) 2023-01-10
WO2019169266A1 (en) 2019-09-06
CN108520303A (zh) 2018-09-11
TWI712963B (zh) 2020-12-11
US20190272472A1 (en) 2019-09-05
EP3695368A1 (en) 2020-08-19

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