SG11202012884RA - Computer-implemented method for intelligent prediction of out of stock items and proactive reordering - Google Patents

Computer-implemented method for intelligent prediction of out of stock items and proactive reordering

Info

Publication number
SG11202012884RA
SG11202012884RA SG11202012884RA SG11202012884RA SG11202012884RA SG 11202012884R A SG11202012884R A SG 11202012884RA SG 11202012884R A SG11202012884R A SG 11202012884RA SG 11202012884R A SG11202012884R A SG 11202012884RA SG 11202012884R A SG11202012884R A SG 11202012884RA
Authority
SG
Singapore
Prior art keywords
proactive
reordering
computer
implemented method
stock items
Prior art date
Application number
SG11202012884RA
Inventor
Ping Yin
Zonghan Wu
Min Woo Lee
Pil Su Kim
Yong Zang
Wei Wei
Liwen He
Original Assignee
Coupang Corp
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 Coupang Corp filed Critical Coupang Corp
Publication of SG11202012884RA publication Critical patent/SG11202012884RA/en

Links

Classifications

    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • G06Q10/0875—Itemisation or classification of parts, supplies or services, e.g. bill of materials
    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375—Prediction of business process outcome or impact based on a proposed change
    • 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
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06313—Resource planning in a project environment
    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06314—Calendaring for a resource
    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • 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]
    • G06Q30/0633—Lists, e.g. purchase orders, compilation or processing
    • G06Q30/0635—Processing of requisition or of purchase orders
    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • 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
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/20—Point-of-sale [POS] network systems
    • G06Q20/203—Inventory monitoring

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Theoretical Computer Science (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Operations Research (AREA)
  • Software Systems (AREA)
  • Educational Administration (AREA)
  • Game Theory and Decision Science (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Computational Linguistics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG11202012884RA 2019-12-06 2020-09-21 Computer-implemented method for intelligent prediction of out of stock items and proactive reordering SG11202012884RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/705,572 US10713622B1 (en) 2019-12-06 2019-12-06 Computer-implemented systems and methods for intelligent prediction of out of stock items and proactive reordering
PCT/IB2020/058800 WO2021111202A1 (en) 2019-12-06 2020-09-21 Computer-implemented method for intelligent prediction of out of stock items and proactive reordering

Publications (1)

Publication Number Publication Date
SG11202012884RA true SG11202012884RA (en) 2021-07-29

Family

ID=71519824

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202012884RA SG11202012884RA (en) 2019-12-06 2020-09-21 Computer-implemented method for intelligent prediction of out of stock items and proactive reordering

Country Status (7)

Country Link
US (2) US10713622B1 (en)
JP (1) JP7209017B2 (en)
KR (2) KR102310939B1 (en)
AU (1) AU2020264285A1 (en)
SG (1) SG11202012884RA (en)
TW (2) TW202221596A (en)
WO (1) WO2021111202A1 (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3640873A1 (en) * 2018-10-17 2020-04-22 Tata Consultancy Services Limited System and method for concurrent dynamic optimization of replenishment decision in networked node environment
US10713622B1 (en) * 2019-12-06 2020-07-14 Coupang Corp. Computer-implemented systems and methods for intelligent prediction of out of stock items and proactive reordering
US11087278B1 (en) * 2021-01-29 2021-08-10 Coupang Corp. Computerized systems and methods for managing inventory by grading returned products
CN112801231B (en) * 2021-04-07 2021-07-06 支付宝(杭州)信息技术有限公司 Decision model training method and device for business object classification
CN116070995B (en) * 2023-01-17 2023-10-24 深圳市秦丝科技有限公司 Store purchase, sale and stock management system and method based on big data analysis
CN117408787B (en) * 2023-12-15 2024-03-05 江西求是高等研究院 Root cause mining analysis method and system based on decision tree

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH05113983A (en) * 1991-06-13 1993-05-07 Mitsuo Nagamachi Merchandise ordering system
US6230151B1 (en) * 1998-04-16 2001-05-08 International Business Machines Corporation Parallel classification for data mining in a shared-memory multiprocessor system
AU2001253245A1 (en) * 2000-04-07 2001-11-07 Standard Analytics, Llc Method and apparatus for monitoring the effective velocity of items through a store or warehouse
US7644863B2 (en) * 2001-11-14 2010-01-12 Sap Aktiengesellschaft Agent using detailed predictive model
JP2003321123A (en) 2002-05-08 2003-11-11 Nippon Telegr & Teleph Corp <Ntt> Sale follow apparatus and method, program and recording medium for mail order
US20040128202A1 (en) * 2002-07-12 2004-07-01 Baum Martin L. Forecasting system and method
JP3991811B2 (en) * 2002-08-06 2007-10-17 株式会社日立製作所 Inventory control system and inventory control method
JP2005015140A (en) 2003-06-25 2005-01-20 Mbk Ryutsu Partners Kk Order quantity calculation system
US20050172027A1 (en) * 2004-02-02 2005-08-04 Castellanos Maria G. Management of service level agreements for composite Web services
US20070050235A1 (en) * 2005-08-29 2007-03-01 Sap Ag System and Method of Modeling and Optimizing Product Parameters from Hierarchical Structure
US20070061210A1 (en) * 2005-09-09 2007-03-15 Li Chen Methods for reducing retail out-of-stocks using store-level RFID data
US8515835B2 (en) * 2010-08-30 2013-08-20 Sas Institute Inc. Systems and methods for multi-echelon inventory planning with lateral transshipment
KR101264223B1 (en) * 2011-05-17 2013-05-14 한국지질자원연구원 A spatial prediction analysis technique using a decision tree
CN106156880A (en) * 2015-04-22 2016-11-23 阿里巴巴集团控股有限公司 A kind of predict the method for inventory allocation ratio, device and electronic equipment
US20180315009A1 (en) 2015-11-10 2018-11-01 Hitachi, Ltd. Inventory Analysis Device and Inventory Analysis Method
CN106991548A (en) * 2016-01-21 2017-07-28 阿里巴巴集团控股有限公司 A kind of warehouse goods yard planing method, device and electronic installation
JP2019061598A (en) 2017-09-28 2019-04-18 Ｈｅｒｏｚ株式会社 Production management device and production management method
WO2019187968A1 (en) 2018-03-29 2019-10-03 日本電気株式会社 Information processing system, information processing method, and storage medium
CN109064274B (en) * 2018-07-24 2021-09-21 方骥 Intelligent e-commerce page out-of-stock management method and system based on machine learning
US10713622B1 (en) * 2019-12-06 2020-07-14 Coupang Corp. Computer-implemented systems and methods for intelligent prediction of out of stock items and proactive reordering

Also Published As

Publication number Publication date
TW202123115A (en) 2021-06-16
JP7209017B2 (en) 2023-01-19
JP2022511184A (en) 2022-01-31
WO2021111202A1 (en) 2021-06-10
US10713622B1 (en) 2020-07-14
KR102310939B1 (en) 2021-10-12
TW202221596A (en) 2022-06-01
KR20210124947A (en) 2021-10-15
KR20210071789A (en) 2021-06-16
TWI759921B (en) 2022-04-01
US20210174298A1 (en) 2021-06-10
AU2020264285A1 (en) 2021-06-24

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