MX2019001317A - Disponibilidad predictiva de inventario. - Google Patents
Disponibilidad predictiva de inventario.Info
- Publication number
- MX2019001317A MX2019001317A MX2019001317A MX2019001317A MX2019001317A MX 2019001317 A MX2019001317 A MX 2019001317A MX 2019001317 A MX2019001317 A MX 2019001317A MX 2019001317 A MX2019001317 A MX 2019001317A MX 2019001317 A MX2019001317 A MX 2019001317A
- Authority
- MX
- Mexico
- Prior art keywords
- items
- warehouse
- probability
- delivery order
- machine
- Prior art date
Links
- 238000000034 method Methods 0.000 abstract 3
- 238000010801 machine learning Methods 0.000 abstract 1
Classifications
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- 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
-
- 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/20—Ensemble learning
-
- 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
- G06Q10/06315—Needs-based resource requirements planning or analysis
-
- 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
- G06Q10/067—Enterprise or organisation modelling
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- 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
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Human Resources & Organizations (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Operations Research (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Development Economics (AREA)
- Quality & Reliability (AREA)
- Game Theory and Decision Science (AREA)
- Educational Administration (AREA)
- Software Systems (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Un método para predecir la disponibilidad de inventario, que implica recibir un pedido de distribución que incluye una pluralidad de artículos y una ubicación de distribución, identificar un almacén para seleccionar la pluralidad de artículos. El método recupera un modelo aprendido por máquina que predice una probabilidad de que un artículo esté disponible en el almacén. El modelo aprendido por máquina se programa, utilizando el aprendizaje por máquina, con base en parte en una pluralidad de conjunto de datos. La pluralidad de conjuntos de datos incluye datos que describen artículos incluidos en pedidos de distribución anteriores, si se seleccionó cada artículo en cada pedido de distribución anterior, un almacén asociado con cada pedido de distribución anterior y una pluralidad de características asociadas con cada uno de los artículos. El método predice la probabilidad de que uno de la pluralidad de artículos en el pedido de distribución esté disponible en el almacén, y genera una distribución a un recolector basándose en la probabilidad. Se transmite una instrucción a un dispositivo móvil del recolector.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/885,492 US11544810B2 (en) | 2018-01-31 | 2018-01-31 | Predictive inventory availability |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| MX2019001317A true MX2019001317A (es) | 2019-08-01 |
Family
ID=67392328
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| MX2019001317A MX2019001317A (es) | 2018-01-31 | 2019-01-30 | Disponibilidad predictiva de inventario. |
Country Status (2)
| Country | Link |
|---|---|
| US (2) | US11544810B2 (es) |
| MX (1) | MX2019001317A (es) |
Families Citing this family (25)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11257011B2 (en) * | 2016-09-21 | 2022-02-22 | Alltherooms | Booked-blocked classifier |
| US10961053B2 (en) * | 2018-03-30 | 2021-03-30 | Fastfetch Corporation | Light assisted pack wall carton selection and replenishment system |
| US11151496B2 (en) * | 2018-02-19 | 2021-10-19 | Target Brands, Inc. | Parallel lead time determinations in supply chain architecture |
| US11756428B2 (en) * | 2018-04-17 | 2023-09-12 | Vorto Technologies, Llc | Resource transportation systems and methods |
| 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 |
| US20200387919A1 (en) * | 2019-06-10 | 2020-12-10 | International Business Machines Corporation | Product evaluation based on dynamic metrics |
| US11361369B2 (en) * | 2019-07-29 | 2022-06-14 | Servicenow, Inc. | Systems and methods for generating purchase outputs based on received voice input |
| US20210043309A1 (en) * | 2019-08-07 | 2021-02-11 | Vivek Tiwari | System and method for inventory management in hospital |
| CN111199343B (zh) * | 2019-12-24 | 2023-07-21 | 上海大学 | 一种多模型融合的烟草市场监管异常数据挖掘方法 |
| US11768945B2 (en) * | 2020-04-07 | 2023-09-26 | Allstate Insurance Company | Machine learning system for determining a security vulnerability in computer software |
| US11468493B2 (en) * | 2020-08-04 | 2022-10-11 | Maplebear Inc. | Determining generic items for orders on an online concierge system |
| US11625434B2 (en) | 2020-12-04 | 2023-04-11 | Maplebear Inc. | Attribute node widgets in search results from an item graph |
| US11869055B2 (en) * | 2021-01-28 | 2024-01-09 | Maplebear Inc. | Identifying items offered by an online concierge system for a received query based on a graph identifying relationships between items and attributes of the items |
| US11915289B2 (en) * | 2021-03-01 | 2024-02-27 | Maplebear Inc. | Query reformulations for an item graph |
| US11341554B1 (en) * | 2021-03-24 | 2022-05-24 | Maplebear Inc. | Software platform to manage shoppers to fulfill orders for items received by an online concierge system |
| US11734749B2 (en) * | 2021-04-14 | 2023-08-22 | Maplebear Inc. | Online shopping system and method for selecting a warehouse for inventory based on predicted availability and predicted replacement machine learning models |
| US11810170B2 (en) * | 2021-04-16 | 2023-11-07 | Maplebear Inc. | User interface that pre-populates items in an order module for a user of an online concierge system using a prediction model |
| US11691649B2 (en) * | 2021-05-21 | 2023-07-04 | 6 River Systems, Llc | Systems and methods for dynamically limiting alternate pick location attempts before shorting |
| US20220414747A1 (en) * | 2021-06-25 | 2022-12-29 | Maplebear Inc.(dba Instacart) | Selecting items for a receiving user to include in an order from a list created from a sending entity and transmitted to the receiving user |
| US11574325B1 (en) * | 2021-08-16 | 2023-02-07 | Maplebear Inc. | Machine learning model trained to predict conversions for determining lost conversions caused by restrictions in available fulfillment windows or fulfillment cost |
| US20230078450A1 (en) * | 2021-09-14 | 2023-03-16 | Maplebear Inc. (Dba Instacart) | Generating an interface displaying items offered by a warehouse that accounts for predicted availabilities of items determined from a trained model |
| US20230113386A1 (en) * | 2021-10-08 | 2023-04-13 | Maplebear Inc. (Dba Instacart) | Generating a user interface for a user of an online concierge system to select generic item descriptions for an order and to select specific items corresponding to the selected generic item descriptions |
| US11875394B2 (en) * | 2022-02-02 | 2024-01-16 | Maplebear Inc. | Machine learning model for determining a time interval to delay batching decision for an order received by an online concierge system to combine orders while minimizing probability of late fulfillment |
| US20230289830A1 (en) * | 2022-03-14 | 2023-09-14 | Capital One Services, Llc | Product Availability Inference Using Merchant Data and Website Interaction |
| CN116720811B (zh) * | 2023-08-10 | 2023-11-28 | 山东水发大正物联科技有限公司 | 一种基于物联网的仓储库管理方法及系统 |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8175925B1 (en) * | 2006-08-18 | 2012-05-08 | Amazon Technologies, Inc. | Position-based item identification in a materials handling facility |
| US20140279294A1 (en) * | 2013-03-14 | 2014-09-18 | Nordstrom, Inc. | System and methods for order fulfillment, inventory management, and providing personalized services to customers |
| US10387795B1 (en) * | 2014-04-02 | 2019-08-20 | Plentyoffish Media Inc. | Systems and methods for training and employing a machine learning system in providing service level upgrade offers |
| EP2940630A1 (en) * | 2014-04-30 | 2015-11-04 | Hewlett-Packard Development Company, L.P. | Method and system for inventory availability prediction |
| US10242336B1 (en) * | 2014-12-02 | 2019-03-26 | Amazon Technologies, Inc. | Inventory and delivery management |
| US10748072B1 (en) * | 2016-05-12 | 2020-08-18 | Amazon Technologies, Inc. | Intermittent demand forecasting for large inventories |
| WO2017223298A2 (en) * | 2016-06-24 | 2017-12-28 | Amazon Technologies, Inc. | Speech-based storage tracking |
| US10438164B1 (en) * | 2016-09-27 | 2019-10-08 | Amazon Technologies, Inc. | Merging events in interactive data processing systems |
| US10163070B1 (en) * | 2017-12-08 | 2018-12-25 | Capital One Services, Llc | Intelligence platform for scheduling product preparation and delivery |
| CA3078985A1 (en) * | 2018-01-10 | 2019-07-18 | Trax Technology Solutions Pte Ltd. | Automatically monitoring retail products based on captured images |
-
2018
- 2018-01-31 US US15/885,492 patent/US11544810B2/en active Active
-
2019
- 2019-01-30 MX MX2019001317A patent/MX2019001317A/es unknown
-
2022
- 2022-12-13 US US18/080,118 patent/US20230113122A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| US11544810B2 (en) | 2023-01-03 |
| US20230113122A1 (en) | 2023-04-13 |
| US20190236740A1 (en) | 2019-08-01 |
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