SG11201704158VA - Demand prediction for time-expiring inventory - Google Patents

Demand prediction for time-expiring inventory

Info

Publication number
SG11201704158VA
SG11201704158VA SG11201704158VA SG11201704158VA SG11201704158VA SG 11201704158V A SG11201704158V A SG 11201704158VA SG 11201704158V A SG11201704158V A SG 11201704158VA SG 11201704158V A SG11201704158V A SG 11201704158VA SG 11201704158V A SG11201704158V A SG 11201704158VA
Authority
SG
Singapore
Prior art keywords
time
demand prediction
expiring inventory
expiring
inventory
Prior art date
Application number
SG11201704158VA
Inventor
Bar Ifrach
David Michael Holtz
Yangli Hector Yee
Li Zhang
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 SG11201704158VA publication Critical patent/SG11201704158VA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201Market modelling; Market analysis; Collecting market data
    • G06Q30/0206Price or cost determination based on market factors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/02Reservations, e.g. for tickets, services or events
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06312Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201Market modelling; Market analysis; Collecting market data
    • G06Q30/0202Market 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)
SG11201704158VA 2014-11-26 2015-11-25 Demand prediction for time-expiring inventory SG11201704158VA (en)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201462085049P 2014-11-26 2014-11-26
US201562112567P 2015-02-05 2015-02-05
US201562166440P 2015-05-26 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
SG11201704158VA true SG11201704158VA (en) 2017-06-29

Family

ID=54884398

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201704158VA SG11201704158VA (en) 2014-11-26 2015-11-25 Demand prediction for time-expiring inventory

Country Status (11)

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

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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
US10011982B1 (en) 2015-09-23 2018-07-03 Theodore W. Baker School 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
US20180107977A1 (en) * 2016-10-15 2018-04-19 Wal-Mart Stores, Inc. Courier shopping system
CN106780173B (en) * 2016-12-01 2021-02-23 携程计算机技术(上海)有限公司 OTA hotel inventory management method and system
JP2018180719A (en) * 2017-04-06 2018-11-15 メトロエンジン株式会社 Guest room unit price setting supporting system and program
JP2019016035A (en) * 2017-07-04 2019-01-31 メトロエンジン株式会社 Room charge setting device, room charge setting method, and program
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
JP2021531528A (en) * 2018-03-30 2021-11-18 フライングティー テック,エルエルシー Systems and processes for dynamic rental pricing of inventory in sports and entertainment facilities
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
JP2022523564A (en) 2019-03-04 2022-04-25 アイオーカレンツ, インコーポレイテッド Data compression and communication using machine learning
CA3134690A1 (en) * 2019-03-29 2020-10-08 Predict Hq Limited Systems and methods for predicting service demand based on geographically associated events
CN111198938B (en) * 2019-12-26 2023-12-01 深圳市优必选科技股份有限公司 Sample data processing method, sample data processing device and electronic equipment
US11734780B2 (en) * 2020-02-11 2023-08-22 Airbnb, Inc. Optimally ranking accommodation listings based on constraints
US20220129783A1 (en) * 2020-10-23 2022-04-28 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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CA2519693A1 (en) * 2003-03-27 2004-10-14 University Of Washington Performing predictive pricing based on historical data
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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
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US8676632B1 (en) * 2009-07-16 2014-03-18 Overstock.Com, Inc. Pricing and forecasting
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Also Published As

Publication number Publication date
JP6783761B2 (en) 2020-11-11
KR20170088363A (en) 2017-08-01
CN107580713A (en) 2018-01-12
BR112017011134A2 (en) 2018-01-23
CA2968667A1 (en) 2016-06-02
MX2017006860A (en) 2018-01-11
AU2015353408A1 (en) 2017-06-01
US20160148237A1 (en) 2016-05-26
US10664855B2 (en) 2020-05-26
EP3224772A1 (en) 2017-10-04
WO2016086188A1 (en) 2016-06-02
JP2018503172A (en) 2018-02-01

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