AR085430A1 - Metodo para recomendaciones adaptadas al contexto basadas en realimentacion implicita del usuario - Google Patents

Metodo para recomendaciones adaptadas al contexto basadas en realimentacion implicita del usuario

Info

Publication number
AR085430A1
AR085430A1 ARP120100880A AR085430A1 AR 085430 A1 AR085430 A1 AR 085430A1 AR P120100880 A ARP120100880 A AR P120100880A AR 085430 A1 AR085430 A1 AR 085430A1
Authority
AR
Argentina
Prior art keywords
recommendations
user
context
user feedback
context based
Prior art date
Application number
Other languages
English (en)
Inventor
Alexandros Karatzoglou
Original Assignee
Telefonica Sa
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 Telefonica Sa filed Critical Telefonica Sa
Publication of AR085430A1 publication Critical patent/AR085430A1/es

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
    • G06Q30/0201—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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0269—Targeted advertisements based on user profile or attribute

Landscapes

  • Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Engineering & Computer Science (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)

Abstract

El método para recomendaciones adaptadas al contexto basadas en realimentación implícita del usuario se refiere a un método para filtrado colaborativo adaptado al contexto que comprende las siguientes etapas: a) realizar filtrado colaborativo introduciendo una interacción usuario-elemento-contexto como definición de los datos y modelándolos usando factorización del tensor (TF) b) generar una o más recomendaciones usando dicho modelado; y c) mostrar las recomendaciones a un usuario, en el que dicho tensor usado para la factorización del tensor (TF) representa indicaciones indirectas de las preferencias de un usuario para un elemento, lo que significa datos de realimentación implícita.
ARP120100880 2011-03-18 2012-03-16 Metodo para recomendaciones adaptadas al contexto basadas en realimentacion implicita del usuario AR085430A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
ES201130388 2011-03-18

Publications (1)

Publication Number Publication Date
AR085430A1 true AR085430A1 (es) 2013-10-02

Family

ID=45815547

Family Applications (1)

Application Number Title Priority Date Filing Date
ARP120100880 AR085430A1 (es) 2011-03-18 2012-03-16 Metodo para recomendaciones adaptadas al contexto basadas en realimentacion implicita del usuario

Country Status (3)

Country Link
US (1) US20140180760A1 (es)
AR (1) AR085430A1 (es)
WO (1) WO2012126741A2 (es)

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US20170061286A1 (en) * 2015-08-27 2017-03-02 Skytree, Inc. Supervised Learning Based Recommendation System
US10768772B2 (en) * 2015-11-19 2020-09-08 Microsoft Technology Licensing, Llc Context-aware recommendations of relevant presentation content displayed in mixed environments
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US11062224B2 (en) * 2016-10-14 2021-07-13 Nike, Inc. Prediction using fusion of heterogeneous unstructured data
US11315032B2 (en) * 2017-04-05 2022-04-26 Yahoo Assets Llc Method and system for recommending content items to a user based on tensor factorization
US10832308B2 (en) * 2017-04-17 2020-11-10 International Business Machines Corporation Interpretable rule generation using loss preserving transformation
US10762423B2 (en) 2017-06-27 2020-09-01 Asapp, Inc. Using a neural network to optimize processing of user requests
US11049041B2 (en) * 2018-04-26 2021-06-29 Adobe Inc. Online training and update of factorization machines using alternating least squares optimization
US10783205B2 (en) 2018-07-25 2020-09-22 International Business Machines Corporation Mobile device having cognitive contacts
CN109543066B (zh) * 2018-10-31 2021-04-23 北京达佳互联信息技术有限公司 视频推荐方法、装置和计算机可读存储介质
CN110209905A (zh) * 2018-12-20 2019-09-06 腾讯科技（深圳）有限公司 标签推荐方法、装置及可读介质
CN110321489A (zh) * 2019-07-11 2019-10-11 重庆邮电大学 一种基于改进推荐算法的智慧旅游推荐方法及系统
CN110910198A (zh) * 2019-10-16 2020-03-24 支付宝(杭州)信息技术有限公司 非正常对象预警方法、装置、电子设备及存储介质
CN113051463B (zh) * 2019-12-26 2023-07-07 中移物联网有限公司 一种项目推送方法及系统
CN111625713B (zh) * 2020-04-30 2024-06-04 平安国际智慧城市科技股份有限公司 基于大数据的资源推荐方法、装置、电子设备及介质
US11676015B2 (en) * 2020-05-28 2023-06-13 Salesforce, Inc. Personalized recommendations using a transformer neural network
CN113378383B (zh) * 2021-06-10 2024-02-27 北京工商大学 一种食品供应链危害物预测方法及装置
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Also Published As

Publication number Publication date
WO2012126741A2 (en) 2012-09-27
US20140180760A1 (en) 2014-06-26

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