SG11201810513SA - Method, apparatus, device, and system for predicting future travel volumes of geographic regions based on historical transportation network data - Google Patents

Method, apparatus, device, and system for predicting future travel volumes of geographic regions based on historical transportation network data

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Publication number
SG11201810513SA
SG11201810513SA SG11201810513SA SG11201810513SA SG11201810513SA SG 11201810513S A SG11201810513S A SG 11201810513SA SG 11201810513S A SG11201810513S A SG 11201810513SA SG 11201810513S A SG11201810513S A SG 11201810513SA SG 11201810513S A SG11201810513S A SG 11201810513SA
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SG
Singapore
Prior art keywords
travel
international
historical
hangzhou
road
Prior art date
Application number
SG11201810513SA
Inventor
Yu Wang
Rui Wang
Zhou Ye
Jinming Wang
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Alibaba Group Holding Ltd
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Publication date
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Publication of SG11201810513SA publication Critical patent/SG11201810513SA/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • 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
    • G06Q10/02—Reservations, e.g. for tickets, services or events
    • 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
    • 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

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Game Theory and Decision Science (AREA)
  • Primary Health Care (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Traffic Control Systems (AREA)
  • Navigation (AREA)
  • Telephonic Communication Services (AREA)

Abstract

INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property 111111111111111111111111111111111111111111111111 001111110111111111111111111111111 Organization International Bureau (10) International Publication Number 0 (43) International Publication Date ......0\" WO 2018/013631 Al 18 January 2018 (18.01.2018) W I P0 I P C T (51) International Patent Classification: (71) Applicant: ALIBABA GROUP HOLDING LIMITED GO1C 21/34 (2006.01) GOOF 17/00 (2006.01) [ /US]; Fourth Floor, One Capital Place, P.O.Box 847, GO1C 21/36 (2006.01) H04W 4/02 (2009.01) Grand Cayman (KY). (21) International Application Number: (72) Inventors: WANG, Yu; c/o Alibaba Group Legal Depart- PCT/US2017/041630 ment, 5/F, Building 3, No. 969 West Wen Yi Road, Yu (22) International Filing Date: Hang District, Hangzhou, 311121 (CN). WANG, Rui; c/o 12 July 2017 (12.07.2017) Alibaba Group Legal Department, 5/F, Building 3, No. 969 West Wen Yi Road, Yu Hang District, Hangzhou, 311121 (25) Filing Language: English (CN). YE, Zhou; c/o Alibaba Group Legal Department, 5/ F, Building 3, No. 969 West Wen Yi Road, Yu Hang Dis- (26) Publication Language: English trict, Hangzhou, 311121 (CN). WANG, Jinming; c/o Al- (30) Priority Data: ibaba Group Legal Department, 5/F, Building 3, No. 969 201610545484.7 12 July 2016 (12.07.2016) CN West Wen Yi Road, Yu Hang District, Hangzhou, 311121 15/646,132 11 July 2017 (11.07.2017) US (CN). (74) Agent: DECARLO, James, J.; Greenberg Traurig, LLP, 200 Park Avenue, 38th fl., New York, NY 10166 (US). _ (54) Title: METHOD, APPARATUS, DEVICE, AND SYSTEM FOR PREDICTING FUTURE TRAVEL VOLUMES OF GEO- GRAPHIC REGIONS BASED ON HISTORICAL TRANSPORTATION NETWORK DATA = = = = = = = VOc4ER /WW2 - >.• ?0G3 = = = _ = = = WX4EP .. .., WX4DZ WX4G0 WX46 1 - WX4F)3, iix4E9 • = = ,-, FIG. 1 .4 M (57) : The present application provides a method, apparatus, device, and system for predicting future travel volumes of ge- ographic regions based on historical transportation network data. In one embodiment, the disclosure describes a method comprising M receiving first historical travel data associated with a plurality of users, the first historical travel data including a plurality of first his- Il 0 torical travel bookings for a plurality of regions of a map; predicting user travel information in a selected region of the plurality of —. regions in a future time range based on the first historical travel data, the user travel information including, within the future time range GC for the selected region, a future travel booking quantity and a future travel booking response quantity; and transmitting the user travel 1-1 © information to one of a service device or a user device. ei O [Continued on next page] WO 2018/013631 Al MIDEDIMOMOIDEIREEMOOMMOMMIMOMOIIIMEHOIS (81) Designated States (unless otherwise indicated, for every kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: — with international search report (Art. 21(3))
SG11201810513SA 2016-07-12 2017-07-12 Method, apparatus, device, and system for predicting future travel volumes of geographic regions based on historical transportation network data SG11201810513SA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201610545484.7A CN107633680B (en) 2016-07-12 2016-07-12 Method, device, equipment and system for acquiring travel data
US15/646,132 US20180018572A1 (en) 2016-07-12 2017-07-11 Method, apparatus, device, and system for predicting future travel volumes of geographic regions based on historical transportation network data
PCT/US2017/041630 WO2018013631A1 (en) 2016-07-12 2017-07-12 Method, apparatus, device, and system for predicting future travel volumes of geographic regions based on historical transportation network data

Publications (1)

Publication Number Publication Date
SG11201810513SA true SG11201810513SA (en) 2018-12-28

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US (1) US20180018572A1 (en)
JP (1) JP2019527389A (en)
CN (1) CN107633680B (en)
SG (1) SG11201810513SA (en)
TW (1) TW201802755A (en)
WO (1) WO2018013631A1 (en)

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Publication number Publication date
CN107633680A (en) 2018-01-26
TW201802755A (en) 2018-01-16
CN107633680B (en) 2021-05-04
US20180018572A1 (en) 2018-01-18
JP2019527389A (en) 2019-09-26
WO2018013631A1 (en) 2018-01-18

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