SG11202113325VA - Method of predicting fare and fare prediction data system - Google Patents

Method of predicting fare and fare prediction data system

Info

Publication number
SG11202113325VA
SG11202113325VA SG11202113325VA SG11202113325VA SG11202113325VA SG 11202113325V A SG11202113325V A SG 11202113325VA SG 11202113325V A SG11202113325V A SG 11202113325VA SG 11202113325V A SG11202113325V A SG 11202113325VA SG 11202113325V A SG11202113325V A SG 11202113325VA
Authority
SG
Singapore
Prior art keywords
fare
predicting
data system
prediction data
fare prediction
Prior art date
Application number
SG11202113325VA
Other languages
English (en)
Inventor
Xueheng Qiu
Wentong Li
Chen Wang
Original Assignee
Grabtaxi Holdings Pte Ltd
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 Grabtaxi Holdings Pte Ltd filed Critical Grabtaxi Holdings Pte Ltd
Publication of SG11202113325VA publication Critical patent/SG11202113325VA/en

Links

Classifications

    • 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0283—Price estimation or determination
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • 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
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • 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
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40—Business processes related to the transportation industry

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Development Economics (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Economics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Data Mining & Analysis (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Game Theory and Decision Science (AREA)
  • Human Resources & Organizations (AREA)
  • Tourism & Hospitality (AREA)
  • Primary Health Care (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG11202113325VA 2020-03-11 2020-03-11 Method of predicting fare and fare prediction data system SG11202113325VA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/SG2020/050124 WO2021183039A1 (en) 2020-03-11 2020-03-11 Method of predicting fare and fare prediction data system

Publications (1)

Publication Number Publication Date
SG11202113325VA true SG11202113325VA (en) 2021-12-30

Family

ID=77670757

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202113325VA SG11202113325VA (en) 2020-03-11 2020-03-11 Method of predicting fare and fare prediction data system

Country Status (5)

Country Link
US (1) US20220414721A1 (zh)
CN (1) CN114072835B (zh)
SG (1) SG11202113325VA (zh)
TW (1) TW202143161A (zh)
WO (1) WO2021183039A1 (zh)

Family Cites Families (20)

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AU2207700A (en) * 1998-12-22 2000-07-12 Bios Group Lp A system and method for the analysis and prediction of economic markets
US7039559B2 (en) * 2003-03-10 2006-05-02 International Business Machines Corporation Methods and apparatus for performing adaptive and robust prediction
US8269774B2 (en) * 2004-03-31 2012-09-18 Trading Technologies International, Inc. Graphical display with integrated recent period zoom and historical period context data
GB0613192D0 (en) * 2006-07-01 2006-08-09 Ibm Methods, apparatus and computer programs for managing persistence
US7953544B2 (en) * 2007-01-24 2011-05-31 International Business Machines Corporation Method and structure for vehicular traffic prediction with link interactions
US20120303412A1 (en) * 2010-11-24 2012-11-29 Oren Etzioni Price and model prediction system and method
US20150134379A1 (en) * 2013-11-14 2015-05-14 International Business Machines Corporation Singularity of Presence
WO2016122659A1 (en) * 2015-01-30 2016-08-04 Hitachi, Ltd. Performance monitoring at edge of communication networks
CA2982710A1 (en) * 2015-04-13 2016-10-20 Uber Technologies, Inc. Fare determination system for on-demand transport arrangement service
CN104778837B (zh) * 2015-04-14 2017-12-05 吉林大学 一种道路交通运行态势多时间尺度预测方法
CN108288096B (zh) * 2017-01-10 2020-08-21 北京嘀嘀无限科技发展有限公司 用于估算行程时间、模型训练的方法及装置
CN108805348B (zh) * 2018-06-05 2020-06-23 京东数字科技控股有限公司 一种交叉口信号配时控制优化的方法和装置
CA3102846C (en) * 2018-06-06 2023-04-04 The Joan and Irwin Jacobs Technion-Cornell Institute Telecommunications network traffic metrics evaluation and prediction
US11341435B2 (en) * 2018-06-29 2022-05-24 Lyft, Inc. Systems and methods for queueing in dynamic transportation networks
US20210341299A1 (en) * 2018-08-31 2021-11-04 Grabtaxi Holdings Pte. Ltd. E-hailing service
CN109360097A (zh) * 2018-09-28 2019-02-19 中山大学 基于深度学习的股票预测方法、装置、设备及存储介质
CN109637196A (zh) * 2019-01-10 2019-04-16 南京航空航天大学 航路扇区交通概率密度预测方法
CN109840633B (zh) * 2019-01-29 2021-03-23 合肥工业大学 光伏输出功率预测方法、系统和存储介质
CN109991685A (zh) * 2019-04-03 2019-07-09 北京市天元网络技术股份有限公司 一种基于多lstm模型融合的降水量预测方法以及装置
CN110543543A (zh) * 2019-09-10 2019-12-06 苏州大学 一种基于多粒度神经网络的用户移动行为预测方法及装置

Also Published As

Publication number Publication date
US20220414721A1 (en) 2022-12-29
CN114072835A (zh) 2022-02-18
CN114072835B (zh) 2024-03-08
TW202143161A (zh) 2021-11-16
WO2021183039A1 (en) 2021-09-16

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