SG11201804938WA - Systems and methods for generating recommendations using a corpus of data - Google Patents

Systems and methods for generating recommendations using a corpus of data

Info

Publication number
SG11201804938WA
SG11201804938WA SG11201804938WA SG11201804938WA SG11201804938WA SG 11201804938W A SG11201804938W A SG 11201804938WA SG 11201804938W A SG11201804938W A SG 11201804938WA SG 11201804938W A SG11201804938W A SG 11201804938WA SG 11201804938W A SG11201804938W A SG 11201804938WA
Authority
SG
Singapore
Prior art keywords
international
merchants
missouri
merchant
pct
Prior art date
Application number
SG11201804938WA
Inventor
Christopher John Merz
Faro Walter F Lo
Peng Yang
Original Assignee
Mastercard International 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 Mastercard International Inc filed Critical Mastercard International Inc
Publication of SG11201804938WA publication Critical patent/SG11201804938WA/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
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0631Item recommendations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/06Arrangements for sorting, selecting, merging, or comparing data on individual record carriers
    • G06F7/08Sorting, i.e. grouping record carriers in numerical or other ordered sequence according to the classification of at least some of the information they carry
    • 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
    • G06Q30/0251Targeted advertisements
    • G06Q30/0255Targeted advertisements based on user history
    • 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
    • G06Q30/0282Rating or review of business operators or products
    • 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
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0623Item investigation
    • G06Q30/0625Directed, with specific intent or strategy

Landscapes

  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Engineering & Computer Science (AREA)
  • Development Economics (AREA)
  • Strategic Management (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Cash Registers Or Receiving Machines (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (43) International Publication Date 15 June 2017 (15.06.2017) WI PO I PCT (10) International Publication Number WO 2017/100677 Al 1111111111111101110101011111010111110 010111111101100111111111111111111110111111 (51) International Patent Classification: G06Q 30/02 (2012.01) (21) International Application Number: (22) International Filing Date: (25) Filing Language: (26) Publication Language: (30) Priority Data: 62/266,419 11 December 2015 (11.12.2015) US (71) Applicant: MASTERCARD INTERNATIONAL IN- CORPORATED [US/US]; 2000 Purchase Street, Pur- chase, New York 10577 (US). (72) Inventors: MERZ, Christopher John; 10 Flowery Branch Place, Wildwood, Missouri 63040 (US). LO FARO, Wal- ter F.; 14392 Tealcrest Drive, Chesterfield, Missouri 63017 (US). YANG, Peng; 1324 Woodbridge Crossing Drive, Chesterfield, Missouri 63005 (US). (74) Agents: FITZGERALD, Daniel M. et al.; Armstrong Teasdale LLP, 7700 Forsyth Blvd., Suite 1800, St. Louis, Missouri 63105 (US). 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, 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, PCT/US2016/065977 (81) 9 December 2016 (09.12.2016) English English [Continued on next page] (54) Title: SYSTEMS AND METHODS FOR GENERATING RECOMMENDATIONS USING A CORPUS OF DATA (57) : A method and system for recommending a merchant are provided. The method includes receiving fin- ancial transaction data documenting fmancial transactions between a plurality of account holders and a plurality of merchants and generating a merchant correspondence matrix that includes the plurality of merchants and a plurality of in- dicators of interactions associated with pairs of the plurality 116 of merchants. The plurality of indicators of interactions tal- lying fmancial transactions conducted by the plurality of ac- count holders at both of the merchants in a pair of the plural- ity of merchants. The method further includes receiving a query for a recommendation of a merchant from an account holder and generating a ranked list of merchants based on a 115 recommender algorithm. The recommender algorithm infer- 112 COMPUTER ring user preferences from attributes of the plurality of mer- chants that were visited by the cardholder. MERCHANT ---118 POS TERMINAL W O 20 17 / 100677 Al 100 FIG. 2 WO 2017/100677 Al MIDEDIM000101011101010M010101101100HOEM0VOIME LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, Published: SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). with international search report (Art. 21(3))
SG11201804938WA 2015-12-11 2016-12-09 Systems and methods for generating recommendations using a corpus of data SG11201804938WA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201562266419P 2015-12-11 2015-12-11
PCT/US2016/065977 WO2017100677A1 (en) 2015-12-11 2016-12-09 Systems and methods for generating recommendations using a corpus of data

Publications (1)

Publication Number Publication Date
SG11201804938WA true SG11201804938WA (en) 2018-07-30

Family

ID=57681786

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201804938WA SG11201804938WA (en) 2015-12-11 2016-12-09 Systems and methods for generating recommendations using a corpus of data

Country Status (8)

Country Link
US (3) US20170169500A1 (en)
JP (1) JP6587750B2 (en)
CN (1) CN108701313B (en)
AU (1) AU2016366555A1 (en)
CA (2) CA3008140C (en)
MX (1) MX2018006571A (en)
SG (1) SG11201804938WA (en)
WO (1) WO2017100677A1 (en)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6587750B2 (en) 2015-12-11 2019-10-09 マスターカード インターナシヨナル インコーポレーテツド System and method for generating proposals using a data corpus
US10185983B2 (en) * 2015-12-31 2019-01-22 TCL Research America Inc. Least-ask: conversational recommender system with minimized user interaction
US10896424B2 (en) * 2017-10-26 2021-01-19 Mastercard International Incorporated Systems and methods for detecting out-of-pattern transactions
US20190130404A1 (en) * 2017-10-26 2019-05-02 Mastercard International Incorporated Systems and methods for identifying a data compromise source
US11017403B2 (en) 2017-12-15 2021-05-25 Mastercard International Incorporated Systems and methods for identifying fraudulent common point of purchases
US11457042B1 (en) * 2018-02-27 2022-09-27 Wells Fargo Bank, N.A. Multi-tiered system for detecting and reducing unauthorized network access
US11210354B1 (en) * 2018-07-26 2021-12-28 Coupa Software Incorporated Intelligent, adaptive electronic procurement systems
US11151569B2 (en) 2018-12-28 2021-10-19 Mastercard International Incorporated Systems and methods for improved detection of network fraud events
US11157913B2 (en) 2018-12-28 2021-10-26 Mastercard International Incorporated Systems and methods for improved detection of network fraud events
US10937030B2 (en) 2018-12-28 2021-03-02 Mastercard International Incorporated Systems and methods for early detection of network fraud events
US11521211B2 (en) 2018-12-28 2022-12-06 Mastercard International Incorporated Systems and methods for incorporating breach velocities into fraud scoring models
CN109858959A (en) * 2019-01-18 2019-06-07 深圳壹账通智能科技有限公司 Credit card recommended method, device, computer equipment and storage medium
CN110533454B (en) * 2019-07-24 2023-07-07 创新先进技术有限公司 Method and system for identifying business object group
TWI739239B (en) * 2019-12-17 2021-09-11 臺灣銀行股份有限公司 Specific merchant recommendation system of financial institutions and method thereof
US20210304284A1 (en) * 2020-03-31 2021-09-30 Intuit Inc. Determining user spending propensities for smart recommendations
US11488186B2 (en) * 2020-04-22 2022-11-01 Capital One Services, Llc Recommendation system for patterned purchases
US20210334805A1 (en) * 2020-04-27 2021-10-28 Capital One Services, Llc System and method for detecting events
US20230012164A1 (en) * 2021-07-07 2023-01-12 Capital One Services, Llc Customized Merchant Price Ratings
US20240185248A1 (en) * 2022-12-01 2024-06-06 Bank Of America Corporation Multidimensional transaction pattern tracking and prediction

Family Cites Families (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4914615A (en) * 1987-09-04 1990-04-03 At&T Bell Laboratories Calculator of matrix products
US6430539B1 (en) * 1999-05-06 2002-08-06 Hnc Software Predictive modeling of consumer financial behavior
JP2001014349A (en) 1999-06-28 2001-01-19 Nippon Telegr & Teleph Corp <Ntt> Rating system for collaboration information filtering
AU8741101A (en) * 2000-08-22 2002-03-04 Ernex Marketing Technologies I Marketing systems and methods
FR2816087A1 (en) * 2000-10-31 2002-05-03 France Telecom METHOD FOR MANAGING A RESERVATION DOCUMENT FOR A PRODUCT OR SERVICE AND DEVICE FOR IMPLEMENTING IT
US7133859B1 (en) * 2001-01-05 2006-11-07 Palm, Inc. Category specific sort and display instructions for an electronic device
US7069244B2 (en) * 2002-09-17 2006-06-27 First Data Corporation Method and system for merchant processing of purchase card transactions with expanded card type acceptance
US7792697B2 (en) 2004-12-28 2010-09-07 American Express Travel Related Services Company, Inc. System and method for predicting card member spending using collaborative filtering
US7672865B2 (en) * 2005-10-21 2010-03-02 Fair Isaac Corporation Method and apparatus for retail data mining using pair-wise co-occurrence consistency
US20070150369A1 (en) * 2005-12-28 2007-06-28 Zivin Michael A Method and system for determining the optimal travel route by which customers can purchase local goods at the lowest total cost
US20080082373A1 (en) * 2006-10-03 2008-04-03 American Express Travel Related Services Co., Inc. System and method for improved itinerary providing merchant information
JP4950753B2 (en) 2007-05-10 2012-06-13 日本放送協会 Comment collection and analysis device and program thereof
EP2176730A4 (en) * 2007-08-08 2011-04-20 Baynote Inc Method and apparatus for context-based content recommendation
US8738486B2 (en) 2007-12-31 2014-05-27 Mastercard International Incorporated Methods and apparatus for implementing an ensemble merchant prediction system
US20090271246A1 (en) 2008-04-28 2009-10-29 American Express Travel Related Services Company, Inc. Merchant recommendation system and method
US20100250290A1 (en) * 2009-03-27 2010-09-30 Vegas.Com System and method for token-based transactions
US8150741B2 (en) * 2010-03-15 2012-04-03 Microsoft Corporation Shopping assistant
US10242327B2 (en) * 2010-11-15 2019-03-26 Pros Travel Commerce, Inc. Discovering and reserving travel solutions
US9684690B2 (en) * 2011-01-12 2017-06-20 Google Inc. Flights search
JP5528388B2 (en) 2011-04-11 2014-06-25 日本電信電話株式会社 Information recommendation apparatus, method and program
US8861861B2 (en) * 2011-05-10 2014-10-14 Expensify, Inc. System and method for processing receipts and other records of users
WO2013013093A1 (en) 2011-07-20 2013-01-24 Ness Computing, Inc. Method and apparatus for quickly evaluating entities
US20130103438A1 (en) * 2011-10-21 2013-04-25 Getgoing, Inc. System and method for facilitating the purchase of a travel itinerary subject to destination uncertainty
US9195988B2 (en) * 2012-03-13 2015-11-24 American Express Travel Related Services Company, Inc. Systems and methods for an analysis cycle to determine interest merchants
CN102750647A (en) * 2012-06-29 2012-10-24 南京大学 Merchant recommendation method based on transaction network
CN102799671B (en) * 2012-07-17 2015-04-29 西安电子科技大学 Network individual recommendation method based on PageRank algorithm
US20140067564A1 (en) * 2012-08-30 2014-03-06 Ebay Inc. Shopping list creator and optimizer
US10438269B2 (en) 2013-03-12 2019-10-08 Mastercard International Incorporated Systems and methods for recommending merchants
JP6034229B2 (en) 2013-03-29 2016-11-30 株式会社デンソーアイティーラボラトリ Position information processing apparatus and position information processing method
US20140372338A1 (en) * 2013-06-18 2014-12-18 Capital One Financial Corporation Systems and methods for recommending merchants to a consumer
US20150019290A1 (en) * 2013-07-12 2015-01-15 Capital One Financial Corporation Systems and methods for representing consumer behavior
US20150026070A1 (en) * 2013-07-16 2015-01-22 Mastercard International Incorporated Systems and methods for correlating cardholder identity attributes on a payment card network to determine payment card fraud
US20150032565A1 (en) * 2013-07-25 2015-01-29 Mastercard International Incorporated Systems and methods for recommending merchants
CN103455937A (en) * 2013-08-22 2013-12-18 浙江工商大学 Matrix adaption method for large-scale shop optimization in community business cloud environment
US20150149220A1 (en) * 2013-11-26 2015-05-28 Verizon Patent And Licensing Inc. Methods and Procedures for a Travel Assistance Platform
US9483765B2 (en) * 2013-12-09 2016-11-01 Mastercard International Incorporated Systems and methods for monitoring payment transactions for fraud using social media
CN103823908B (en) * 2014-03-21 2017-07-14 北京飞流九天科技有限公司 Content recommendation method and server based on user preference
US20150278910A1 (en) 2014-03-31 2015-10-01 Microsoft Corporation Directed Recommendations
CN105096151A (en) * 2014-05-15 2015-11-25 中国移动通信集团公司 Information recommendation method, device, and server
US9367563B2 (en) * 2014-05-30 2016-06-14 Amadeus S.A.S. Managing records in a travel management system
CN104166702B (en) * 2014-08-04 2017-06-23 浙江财经大学 A kind of service recommendation method of service-oriented supply chain network
CN104463637A (en) * 2014-12-23 2015-03-25 北京石油化工学院 Commodity recommendation method and device based on electronic business platform and server
CN104732422A (en) * 2015-02-27 2015-06-24 湖南大学 Mobile user tag based personalized food recommendation method
CN105025091A (en) * 2015-06-26 2015-11-04 南京邮电大学 Shop recommendation method based on position of mobile user
JP6587750B2 (en) 2015-12-11 2019-10-09 マスターカード インターナシヨナル インコーポレーテツド System and method for generating proposals using a data corpus

Also Published As

Publication number Publication date
AU2016366555A1 (en) 2018-05-24
US20170169500A1 (en) 2017-06-15
US20240037633A1 (en) 2024-02-01
US20220036429A1 (en) 2022-02-03
JP2018536949A (en) 2018-12-13
WO2017100677A1 (en) 2017-06-15
MX2018006571A (en) 2018-08-01
CN108701313A (en) 2018-10-23
CA3008140C (en) 2021-09-07
CA3124346A1 (en) 2017-06-15
CN108701313B (en) 2022-06-03
CA3008140A1 (en) 2017-06-15
US11790431B2 (en) 2023-10-17
JP6587750B2 (en) 2019-10-09
BR112018010165A2 (en) 2018-11-21

Similar Documents

Publication Publication Date Title
SG11201804938WA (en) Systems and methods for generating recommendations using a corpus of data
SG11201805335TA (en) Accepting issuer credentials at checkout
SG11201807706PA (en) Method and system for recording point to point transaction processing
SG11201901553RA (en) Method and system for net settlement by use of cryptographic promissory notes issued on a blockchain
SG11201803765TA (en) Systems and methods for processing loyalty rewards
SG11201808714WA (en) System and method for secure web payments
SG11201908959SA (en) Digital asset account management
SG11201803731RA (en) Method and system for gross settlement by use of an opaque blockchain
SG11201805581WA (en) An electronic transaction method and apparatus
SG11201806650VA (en) Systems and methods for providing a personal distributed ledger
SG11201903295QA (en) System and method for integrating a beverage dispensing app for ordering and dispensing a beverage
SG11201804771WA (en) Systems and methods for providing financial data to financial instruments in a distributed ledger system
SG11202000267WA (en) Method and system for transaction processing with complete cryptographic auditability
SG11202000090QA (en) Systems and methods for generating behavior profiles for new entities
SG11201807568QA (en) Systems and methods for use in transferring funds between payment accounts
SG11201807324QA (en) An electronic payment system and method thereof
SG11201900748QA (en) Method and system for cardless atm transaction via mobile device
SG11201908661UA (en) Providing cryptocurrency payments through a browser application programming interface
SG11201909589SA (en) System, method, and apparatus for conducting a secure transaction using a remote point-of-sale system
SG11201808260TA (en) Method and system for instantaneous payment using recorded guarantees
SG11201901068WA (en) Method for a prepaid, debit and credit card security code generation system
SG11201808737YA (en) Unique token authentication cryptogram
SG11201804538UA (en) Systems and methods for improving security in blockchain-asset exchange
SG11201908756SA (en) System and method for distributing data records using a blockchain
SG11201909404TA (en) Anonymity and traceability of digital property transactions on a distributed transaction consensus network