CA2968667A1 - Demand prediction for time-expiring inventory - Google Patents

Demand prediction for time-expiring inventory Download PDF

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Publication number
CA2968667A1
CA2968667A1 CA2968667A CA2968667A CA2968667A1 CA 2968667 A1 CA2968667 A1 CA 2968667A1 CA 2968667 A CA2968667 A CA 2968667A CA 2968667 A CA2968667 A CA 2968667A CA 2968667 A1 CA2968667 A1 CA 2968667A1
Authority
CA
Canada
Prior art keywords
time
expiring inventory
price
listing
demand
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.)
Abandoned
Application number
CA2968667A
Other languages
English (en)
French (fr)
Inventor
Bar IFRACH
David Michael Holtz
Yangli Hector Yee
Li Zhang
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
Original Assignee
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 CA2968667A1 publication Critical patent/CA2968667A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • 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)
CA2968667A 2014-11-26 2015-11-25 Demand prediction for time-expiring inventory Abandoned CA2968667A1 (en)

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
CA2968667A1 true CA2968667A1 (en) 2016-06-02

Family

ID=54884398

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2968667A Abandoned CA2968667A1 (en) 2014-11-26 2015-11-25 Demand prediction for time-expiring inventory

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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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

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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
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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
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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Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20170523

FZDE Discontinued

Effective date: 20210831