SG11201811512PA - Systems and methods for determining an optimal strategy - Google Patents

Systems and methods for determining an optimal strategy

Info

Publication number
SG11201811512PA
SG11201811512PA SG11201811512PA SG11201811512PA SG11201811512PA SG 11201811512P A SG11201811512P A SG 11201811512PA SG 11201811512P A SG11201811512P A SG 11201811512PA SG 11201811512P A SG11201811512P A SG 11201811512PA SG 11201811512P A SG11201811512P A SG 11201811512PA
Authority
SG
Singapore
Prior art keywords
user group
value
users
international
beijing
Prior art date
Application number
SG11201811512PA
Inventor
Sixu Li
Pei Li
Fan Yang
Lei Hu
Original Assignee
Beijing Didi Infinity Technology & Development Co 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
Priority claimed from CN201710613409.4A external-priority patent/CN109302301A/en
Priority claimed from CN201710618381.3A external-priority patent/CN109308552A/en
Application filed by Beijing Didi Infinity Technology & Development Co Ltd filed Critical Beijing Didi Infinity Technology & Development Co Ltd
Publication of SG11201811512PA publication Critical patent/SG11201811512PA/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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0637Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375Prediction of business process outcome or impact based on a proposed change
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
    • G06F16/285Clustering or classification
    • 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
    • G06Q10/067Enterprise or organisation modelling
    • 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0242Determining effectiveness of advertisements
    • 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
    • G06Q30/0241Advertisements
    • G06Q30/0242Determining effectiveness of advertisements
    • G06Q30/0243Comparative campaigns
    • 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
    • G06Q30/0241Advertisements
    • G06Q30/0242Determining effectiveness of advertisements
    • G06Q30/0244Optimization

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Development Economics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Game Theory and Decision Science (AREA)
  • Educational Administration (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

WO 19/0 1995 8 Al (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (43) International Publication Date 31 January 2019 (31.01.2019) WIPO I PCT 011101 010 VIII Oil 10 o III m Oil 101 H Hioluo oimIE (10) International Publication Number WO 2019/019958 Al (51) International Patent Classification: H04L 12/24 (2006.01) G06Q 10/06 (2012.01) (21) International Application Number: PCT/CN2018/096509 (22) International Filing Date: 20 July 2018 (20.07.2018) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 201710613409.4 25 July 2017 (25.07.2017) CN 201710618381.3 26 July 2017 (26.07.2017) CN (71) Applicant: BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD [CN/CN]; Building 34, No. 8 Dongbeiwang West Road, Haidian District, Bei- jing 100193 (CN). (72) Inventors: LI, Sixu; Building 34, No. 8 Dongbeiwang West Road, Haidian District, Beijing 100193 (CN). LI, Pei; Building 34, No. 8 Dongbeiwang West Road, Haidian Dis- trict, Beijing 100193 (CN). YANG, Fan; Building 34, No. 8 Dongbeiwang West Road, Haidian District, Beijing 100193 (CN). HU, Lei; Building 34, No. 8 Dongbeiwang West Road, Haidian District, Beijing 100193 (CN). (74) Agent: METIS IP (CHENGDU) LLC; (No. 846 South Tianfu Road), Tianfu Innovation Center, Chengdu, Sichuan 610213 (CN). (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). (54) Title: SYSTEMS AND METHODS FOR DETERMINING AN OPTIMAL STRATEGY 600 (57) : The present disclosure is related to systems and methods for deter- 610 mining an optimal strategy. The method includes classify one or more users into a first user group and a second user group using an optimization model, wherein the first user group and the second user group correspond to two strategies, respectively. The method also includes obtain behaviour data from terminals of the one or more users in the first user group and the second user group. The method further includes determine a first value of a parameter regarding the first user group and a second value of the parameter regarding the second user group using the optimization mod- Obtaining behavior data from terminals of the one or more users associated with the two strategies 630 el. The method further includes determine a strategy based on the first value and the second value. Determining, based on the behavior data of the one or more users, a first value of a parameter regarding the first user group and a second value of the parameter regarding the second user group using the optimization model Transmitting the first value and the second value to a terminal device Selecting a user group from the first user group and the second user group based on the first value and the second value 640 650 660 r•-/ Determining a strategy corresponding to the selected user group as an optimized strategy („ 07 / 0 FIG. 6 [Continued on next page] Obtaining service requests from one or more users Classifying the one or more users into a first user 620 group and a second user group using an optimization model, wherein the first user group and the second user group correspond to two strategies, respectively WO 2019/019958 Al MIDEDIMOMMIONIZIE111111111111111111111111111111110111110111111111111 Published: — with international search report (Art. 21(3))
SG11201811512PA 2017-07-25 2018-07-20 Systems and methods for determining an optimal strategy SG11201811512PA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201710613409.4A CN109302301A (en) 2017-07-25 2017-07-25 A kind of appraisal procedure and device of business game
CN201710618381.3A CN109308552A (en) 2017-07-26 2017-07-26 A kind of business game appraisal procedure, device and electronic equipment
PCT/CN2018/096509 WO2019019958A1 (en) 2017-07-25 2018-07-20 Systems and methods for determining an optimal strategy

Publications (1)

Publication Number Publication Date
SG11201811512PA true SG11201811512PA (en) 2019-02-27

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Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201811512PA SG11201811512PA (en) 2017-07-25 2018-07-20 Systems and methods for determining an optimal strategy

Country Status (8)

Country Link
US (1) US10963830B2 (en)
EP (1) EP3459208A4 (en)
JP (1) JP2019534487A (en)
CN (1) CN109565452A (en)
AU (1) AU2018282441A1 (en)
CA (1) CA3028291A1 (en)
SG (1) SG11201811512PA (en)
WO (1) WO2019019958A1 (en)

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CN111866001B (en) * 2020-07-27 2021-01-15 西安和行无限信息科技有限公司 Intelligent equipment data processing method based on big data and cloud computing and cloud server
CN112132606B (en) * 2020-09-10 2023-01-13 上海风秩科技有限公司 Dynamic price adjustment method and system based on graph attention algorithm
CN112700131B (en) * 2020-12-30 2023-01-10 平安科技(深圳)有限公司 AB test method and device based on artificial intelligence, computer equipment and medium
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Also Published As

Publication number Publication date
EP3459208A4 (en) 2019-07-24
US10963830B2 (en) 2021-03-30
AU2018282441A1 (en) 2019-02-14
CA3028291A1 (en) 2019-03-19
EP3459208A1 (en) 2019-03-27
JP2019534487A (en) 2019-11-28
US20190130333A1 (en) 2019-05-02
WO2019019958A1 (en) 2019-01-31
CN109565452A (en) 2019-04-02

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