JP6783761B2 - 時限付き在庫の需要予測 - Google Patents

時限付き在庫の需要予測 Download PDF

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Publication number
JP6783761B2
JP6783761B2 JP2017528200A JP2017528200A JP6783761B2 JP 6783761 B2 JP6783761 B2 JP 6783761B2 JP 2017528200 A JP2017528200 A JP 2017528200A JP 2017528200 A JP2017528200 A JP 2017528200A JP 6783761 B2 JP6783761 B2 JP 6783761B2
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timed
inventory
price
listing
demand
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JP2017528200A
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English (en)
Japanese (ja)
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JP2018503172A (ja
JP2018503172A5 (https=
Inventor
イフラク バー
イフラク バー
マイケル ホルツ デイビット
マイケル ホルツ デイビット
ヘクター イー ヤンリー
ヘクター イー ヤンリー
リー ジャン
リー ジャン
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Airbnb Inc
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Airbnb Inc
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Publication of JP2018503172A5 publication Critical patent/JP2018503172A5/ja
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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
    • G06Q30/0202—Market predictions or forecasting for commercial activities
    • 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
    • G06Q30/0206—Price or cost determination based on market factors

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  • 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)
JP2017528200A 2014-11-26 2015-11-25 時限付き在庫の需要予測 Active JP6783761B2 (ja)

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 (3)

Publication Number Publication Date
JP2018503172A JP2018503172A (ja) 2018-02-01
JP2018503172A5 JP2018503172A5 (https=) 2018-12-13
JP6783761B2 true JP6783761B2 (ja) 2020-11-11

Family

ID=54884398

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2017528200A Active JP6783761B2 (ja) 2014-11-26 2015-11-25 時限付き在庫の需要予測

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=)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10011982B1 (en) 2015-09-23 2018-07-03 Theodore W. Baker School spaces retrofitted for alternative uses and related technology
US10043227B1 (en) 2016-03-18 2018-08-07 Theodore W. Baker Commercial loading, storage, parking and vehicle-servicing spaces retrofitted for alternative uses and related technology
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
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
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

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7120599B2 (en) 1999-12-30 2006-10-10 Ge Capital Commercial Finance, Inc. Methods and systems for modeling using classification and regression trees
US7010494B2 (en) * 2003-03-27 2006-03-07 University Of Washington Performing predictive pricing based on historical data
JP2005078116A (ja) * 2003-08-29 2005-03-24 Toshiba Corp 料金割付配分システムおよび料金割付配分方法
US7774226B2 (en) * 2003-09-18 2010-08-10 International Business Machines Corporation Accepting bids under uncertain future demands
US20130254035A1 (en) 2005-09-14 2013-09-26 Jumptap, Inc. Revenue models associated with syndication of a behavioral profile using a monetization platform
US20080222132A1 (en) 2007-03-07 2008-09-11 Jiangyi Pan Personalized shopping recommendation based on search units
US20090012955A1 (en) 2007-07-03 2009-01-08 John Chu Method and system for continuous, dynamic, adaptive recommendation based on a continuously evolving personal region of interest
US9612126B2 (en) 2007-12-03 2017-04-04 Nokia Technologies Oy Visual travel guide
US11004161B2 (en) * 2008-06-30 2021-05-11 Toyoko Inn It Shuukyaku Solution Co., Ltd. Reservation system
JP5580879B2 (ja) * 2009-04-14 2014-08-27 ジェイディーエー ソフトウェア グループ， インコーポレイテッド 旅行価格最適化（ｔｐｏ）
US8676632B1 (en) * 2009-07-16 2014-03-18 Overstock.Com, Inc. Pricing and forecasting
US20110295722A1 (en) * 2010-06-09 2011-12-01 Reisman Richard R Methods, Apparatus, and Systems for Enabling Feedback-Dependent Transactions
US9660971B1 (en) * 2012-03-08 2017-05-23 Amazon Technologies, Inc. Generating event recommendations based upon media consumption
US20140067439A1 (en) * 2012-09-04 2014-03-06 Duetto Research, Inc. Travel data ingestion and sessionization in a multi-tenant cloud architecture
US10467553B2 (en) 2013-03-13 2019-11-05 Airbnb, Inc. Automated determination of booking availability for user sourced accommodations
US9672223B2 (en) 2013-04-25 2017-06-06 Google Inc. Geo photo searching based on current conditions at a location
US20160055505A1 (en) * 2014-08-22 2016-02-25 Duetto Research, Inc. Price elasticity testing

Also Published As

Publication number Publication date
CN107580713A (zh) 2018-01-12
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
US20160148237A1 (en) 2016-05-26
JP2018503172A (ja) 2018-02-01
US10664855B2 (en) 2020-05-26
SG11201704158VA (en) 2017-06-29

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