CN107580713A - 时间期满库存的需求预测 - Google Patents

时间期满库存的需求预测 Download PDF

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Publication number
CN107580713A
CN107580713A CN201580064312.1A CN201580064312A CN107580713A CN 107580713 A CN107580713 A CN 107580713A CN 201580064312 A CN201580064312 A CN 201580064312A CN 107580713 A CN107580713 A CN 107580713A
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CN
China
Prior art keywords
time
price
inventory
demand
expiration
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
CN201580064312.1A
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English (en)
Chinese (zh)
Inventor
B·伊夫拉克
D·M·霍尔兹
Y·H·叶
张力
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Airbnb Inc
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Airbnb Inc
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 Airbnb Inc filed Critical Airbnb Inc
Publication of CN107580713A publication Critical patent/CN107580713A/zh
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0206—Price or cost determination based on market factors
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/02—Reservations, e.g. for tickets, services or events
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/06312—Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0202—Market predictions or forecasting for commercial activities

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Strategic Management (AREA)
  • Development Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • General Physics & Mathematics (AREA)
  • Marketing (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Game Theory and Decision Science (AREA)
  • Tourism & Hospitality (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Data Mining & Analysis (AREA)
  • Educational Administration (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
CN201580064312.1A 2014-11-26 2015-11-25 时间期满库存的需求预测 Pending CN107580713A (zh)

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
US201462085049P 2014-11-26 2014-11-26
US62/085,049 2014-11-26
US201562112567P 2015-02-05 2015-02-05
US62/112,567 2015-02-05
US201562166440P 2015-05-26 2015-05-26
US62/166,440 2015-05-26
PCT/US2015/062771 WO2016086188A1 (en) 2014-11-26 2015-11-25 Demand prediction for time-expiring inventory

Publications (1)

Publication Number Publication Date
CN107580713A true CN107580713A (zh) 2018-01-12

Family

ID=54884398

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201580064312.1A Pending CN107580713A (zh) 2014-11-26 2015-11-25 时间期满库存的需求预测

Country Status (11)

Country Link
US (1) US10664855B2 (https=)
EP (1) EP3224772A1 (https=)
JP (1) JP6783761B2 (https=)
KR (1) KR20170088363A (https=)
CN (1) CN107580713A (https=)
AU (1) AU2015353408A1 (https=)
BR (1) BR112017011134A2 (https=)
CA (1) CA2968667A1 (https=)
MX (1) MX2017006860A (https=)
SG (1) SG11201704158VA (https=)
WO (1) WO2016086188A1 (https=)

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US10529038B2 (en) 2015-04-29 2020-01-07 Spacement Inc. Dynamic interstitial hotels and related technology
US10662662B2 (en) 2015-04-29 2020-05-26 Spacement Inc. Retrofitted real estate and related technology
US10036172B1 (en) 2016-08-17 2018-07-31 Theodore W. Baker Commercial storefront spaces retrofitted for alternative uses and related technology
US20180018683A1 (en) * 2016-07-18 2018-01-18 Airbnb, Inc. Demand Prediction for Time-Expiring Inventory
US9990850B2 (en) 2016-08-17 2018-06-05 Parkxl, Llc System, media, and method for parking management
WO2018071815A1 (en) * 2016-10-15 2018-04-19 Wal-Mart Stores, Inc. Courier shopping system
CN106780173B (zh) * 2016-12-01 2021-02-23 携程计算机技术（上海）有限公司 Ota酒店库存管理方法及系统
JP2018180719A (ja) * 2017-04-06 2018-11-15 メトロエンジン株式会社 客室単価設定支援システムおよびプログラム
JP2019016035A (ja) * 2017-07-04 2019-01-31 メトロエンジン株式会社 客室料金設定装置、客室料金設定方法、およびプログラム
US11157838B2 (en) * 2017-07-26 2021-10-26 Airbnb, Inc. Machine learning modeling for generating client reservation value
US11210638B2 (en) 2017-12-18 2021-12-28 Airbnb, Inc. Systems and methods for providing contextual calendar reminders
US11836139B2 (en) 2018-04-10 2023-12-05 Airbnb, Inc. Ranking property listing search results
US11430025B2 (en) * 2018-10-19 2022-08-30 Airbnb, Inc. Synthetic data generation modeling system
EP3935581A4 (en) 2019-03-04 2022-11-30 Iocurrents, Inc. DATA COMPRESSION AND COMMUNICATION USING MACHINE LEARNING
US20220180386A1 (en) * 2019-03-29 2022-06-09 Predict Hq Limited Systems and methods for predicting service demand based on geographically associated events
CN111198938B (zh) * 2019-12-26 2023-12-01 深圳市优必选科技股份有限公司 一种样本数据处理方法、样本数据处理装置及电子设备
US11734780B2 (en) * 2020-02-11 2023-08-22 Airbnb, Inc. Optimally ranking accommodation listings based on constraints
US12229639B2 (en) * 2020-10-23 2025-02-18 EMC IP Holding Company LLC Acceptance status classification of product-related data structures using models with multiple training periods
US20230051294A1 (en) * 2021-08-11 2023-02-16 Bungalow Living, Inc. System and method for determining and assigning an optimal value associated with a property unit using a short-term predictor

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112236796A (zh) * 2018-03-30 2021-01-15 飞钉科技有限责任公司 对体育和娱乐设施处的库存进行动态租赁定价的系统和方法

Also Published As

Publication number Publication date
AU2015353408A1 (en) 2017-06-01
BR112017011134A2 (pt) 2018-01-23
CA2968667A1 (en) 2016-06-02
MX2017006860A (es) 2018-01-11
WO2016086188A1 (en) 2016-06-02
KR20170088363A (ko) 2017-08-01
EP3224772A1 (en) 2017-10-04
JP6783761B2 (ja) 2020-11-11
US20160148237A1 (en) 2016-05-26
JP2018503172A (ja) 2018-02-01
US10664855B2 (en) 2020-05-26
SG11201704158VA (en) 2017-06-29

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