WO2011005072A3 - Personalized shopping list recommendation based on shopping behavior - Google Patents

Personalized shopping list recommendation based on shopping behavior Download PDF

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Publication number
WO2011005072A3
WO2011005072A3 PCT/MY2010/000110 MY2010000110W WO2011005072A3 WO 2011005072 A3 WO2011005072 A3 WO 2011005072A3 MY 2010000110 W MY2010000110 W MY 2010000110W WO 2011005072 A3 WO2011005072 A3 WO 2011005072A3
Authority
WO
WIPO (PCT)
Prior art keywords
user
dependent
recommendations
shopping
personalized
Prior art date
Application number
PCT/MY2010/000110
Other languages
French (fr)
Other versions
WO2011005072A2 (en
Inventor
Mohamad Zaini Norliza
Akmar Omar Hasmila
Mohd. Yassin Norlidza
Original Assignee
Mimos Bhd.
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 Mimos Bhd. filed Critical Mimos Bhd.
Publication of WO2011005072A2 publication Critical patent/WO2011005072A2/en
Publication of WO2011005072A3 publication Critical patent/WO2011005072A3/en

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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

Landscapes

  • Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Engineering & Computer Science (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Marketing (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

A method of providing purchasing recommendations to a user by generating a purchasing behavior model of the user is disclosed. The model is generated by capturing user's purchase preference information during registration and/or by tracking and analyzing purchases of the user at physical and virtual stores. The products purchased by the user are identified to be in one or more of the following categories: next interval due; seasonal; store dependent; promotion dependent; commodity-brand dependent; commodity dependent; brand dependent; and price-dependent. When a request is made for shopping recommendations, a server generates a list of personalized purchase-recommendations by performing a reasoning process on the user's purchasing behavior model and based on the user's current context, e.g. visited store, current time and current date. The generated list of personalized purchase-recommendations is then forwarded to the user.
PCT/MY2010/000110 2009-07-09 2010-06-30 Personalized shopping list recommendation based on shopping behavior WO2011005072A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
MYPI20092897 2009-07-09
MYPI20092897 2009-07-09

Publications (2)

Publication Number Publication Date
WO2011005072A2 WO2011005072A2 (en) 2011-01-13
WO2011005072A3 true WO2011005072A3 (en) 2011-08-04

Family

ID=43429707

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/MY2010/000110 WO2011005072A2 (en) 2009-07-09 2010-06-30 Personalized shopping list recommendation based on shopping behavior

Country Status (1)

Country Link
WO (1) WO2011005072A2 (en)

Families Citing this family (23)

* Cited by examiner, † Cited by third party
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CN102542474B (en) 2010-12-07 2015-10-21 阿里巴巴集团控股有限公司 Result ranking method and device
CN102956009B (en) * 2011-08-16 2017-03-01 阿里巴巴集团控股有限公司 A kind of electronic commerce information based on user behavior recommends method and apparatus
WO2013103912A1 (en) * 2012-01-05 2013-07-11 Visa International Service Association Transaction visual capturing apparatuses, methods and systems
US10223710B2 (en) 2013-01-04 2019-03-05 Visa International Service Association Wearable intelligent vision device apparatuses, methods and systems
US20130204737A1 (en) * 2012-02-03 2013-08-08 Shubham Agarwal Leveraging store activity for recommendations
US20130297455A1 (en) 2012-05-02 2013-11-07 Sears Brands, Llc Social product promotion
US9330413B2 (en) 2013-03-14 2016-05-03 Sears Brands, L.L.C. Checkout and/or ordering systems and methods
US20140279277A1 (en) 2013-03-18 2014-09-18 Sears Brands, L.L.C. Out-of-store purchase routing systems, methods, and media
US20140379529A1 (en) 2013-06-21 2014-12-25 Sears Brands, Llc Order fulfillment systems and methods with customer location tracking
US20150058173A1 (en) 2013-08-20 2015-02-26 Sears Brands, Llc Sales promotion using product comparison
US9626697B2 (en) 2013-12-08 2017-04-18 Marshall Feature Recognition Llc Method and apparatus for accessing electronic data via a plurality of electronic tags
US11205181B2 (en) 2014-03-07 2021-12-21 Transform Sr Brands Llc Merchandise return and/or exchange systems, methods, and media
US10380537B2 (en) 2014-05-23 2019-08-13 Transform Sr Brands Llc Merchandise pickup system, method, and media for allied merchants
US20160259840A1 (en) * 2014-10-16 2016-09-08 Yahoo! Inc. Personalizing user interface (ui) elements
US10147056B1 (en) * 2015-06-12 2018-12-04 Amazon Technologies, Inc. Implicit occasion personalization for restaurants
US10262331B1 (en) 2016-01-29 2019-04-16 Videomining Corporation Cross-channel in-store shopper behavior analysis
US10963893B1 (en) 2016-02-23 2021-03-30 Videomining Corporation Personalized decision tree based on in-store behavior analysis
US10387896B1 (en) 2016-04-27 2019-08-20 Videomining Corporation At-shelf brand strength tracking and decision analytics
US10354262B1 (en) 2016-06-02 2019-07-16 Videomining Corporation Brand-switching analysis using longitudinal tracking of at-shelf shopper behavior
CN108648049B (en) * 2018-05-03 2022-03-01 中国科学技术大学 Sequence recommendation method based on user behavior difference modeling
CN111178920B (en) * 2018-11-09 2023-07-07 阿里巴巴(深圳)技术有限公司 Commodity object information recommendation method, device and system
CN113450167A (en) * 2020-03-25 2021-09-28 北京沃东天骏信息技术有限公司 Commodity recommendation method and device
US20220292578A1 (en) * 2021-03-11 2022-09-15 International Business Machines Corporation One-touch intelligent online shopping assistant system

Citations (5)

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EP1176531A1 (en) * 2000-07-17 2002-01-30 International Business Machines Corporation System and method for assisting user shopping over computer networks
US20020091562A1 (en) * 2000-06-02 2002-07-11 Sony Corporation And Sony Electrics Inc. Facilitating offline and online sales
US20050096997A1 (en) * 2003-10-31 2005-05-05 Vivek Jain Targeting shoppers in an online shopping environment
US20070112637A1 (en) * 2005-11-14 2007-05-17 The Procter & Gamble Company Interactive peer validation for product choices
US7222085B2 (en) * 1997-09-04 2007-05-22 Travelport Operations, Inc. System and method for providing recommendation of goods and services based on recorded purchasing history

Patent Citations (5)

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US7222085B2 (en) * 1997-09-04 2007-05-22 Travelport Operations, Inc. System and method for providing recommendation of goods and services based on recorded purchasing history
US20020091562A1 (en) * 2000-06-02 2002-07-11 Sony Corporation And Sony Electrics Inc. Facilitating offline and online sales
EP1176531A1 (en) * 2000-07-17 2002-01-30 International Business Machines Corporation System and method for assisting user shopping over computer networks
US20050096997A1 (en) * 2003-10-31 2005-05-05 Vivek Jain Targeting shoppers in an online shopping environment
US20070112637A1 (en) * 2005-11-14 2007-05-17 The Procter & Gamble Company Interactive peer validation for product choices

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Publication number Publication date
WO2011005072A2 (en) 2011-01-13

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