SG11202005991UA - Multi-Classifier-Based Recommendation Method And Device, And Electronic Device - Google Patents

Multi-Classifier-Based Recommendation Method And Device, And Electronic Device

Info

Publication number
SG11202005991UA
SG11202005991UA SG11202005991UA SG11202005991UA SG11202005991UA SG 11202005991U A SG11202005991U A SG 11202005991UA SG 11202005991U A SG11202005991U A SG 11202005991UA SG 11202005991U A SG11202005991U A SG 11202005991UA SG 11202005991U A SG11202005991U A SG 11202005991UA
Authority
SG
Singapore
Prior art keywords
classifier
recommendation method
electronic device
based recommendation
electronic
Prior art date
Application number
SG11202005991UA
Inventor
Xinxing Yang
Jun Zhou
Xiaolong Li
Original Assignee
Alibaba Group Holding 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
Application filed by Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Publication of SG11202005991UA publication Critical patent/SG11202005991UA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211—Selection of the most significant subset of features
    • G06F18/2115—Selection of the most significant subset of features by evaluating different subsets according to an optimisation criterion, e.g. class separability, forward selection or backward elimination
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
    • 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
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G06Q30/0631—Item recommendations
    • 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
    • G06N5/043—Distributed expert systems; Blackboards

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Business, Economics & Management (AREA)
  • Finance (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Accounting & Taxation (AREA)
  • Mathematical Physics (AREA)
  • Development Economics (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202005991UA 2018-05-22 2019-02-27 Multi-Classifier-Based Recommendation Method And Device, And Electronic Device SG11202005991UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810497025.5A CN108665007B (en) 2018-05-22 2018-05-22 Recommendation method and device based on multiple classifiers and electronic equipment
PCT/CN2019/076241 WO2019223380A1 (en) 2018-05-22 2019-02-27 Multiple classifier-based method and device for making recommendation, and electronic device

Publications (1)

Publication Number Publication Date
SG11202005991UA true SG11202005991UA (en) 2020-07-29

Family

ID=63776447

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202005991UA SG11202005991UA (en) 2018-05-22 2019-02-27 Multi-Classifier-Based Recommendation Method And Device, And Electronic Device

Country Status (5)

Country Link
US (1) US11269966B2 (en)
CN (1) CN108665007B (en)
SG (1) SG11202005991UA (en)
TW (1) TWI721374B (en)
WO (1) WO2019223380A1 (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108665007B (en) * 2018-05-22 2020-03-17 阿里巴巴集团控股有限公司 Recommendation method and device based on multiple classifiers and electronic equipment
JP7239354B2 (en) * 2019-03-12 2023-03-14 株式会社日立製作所 data classifier
CN111177568B (en) * 2020-01-02 2020-08-21 平安科技（深圳）有限公司 Object pushing method based on multi-source data, electronic device and storage medium
CN113111251A (en) * 2020-01-10 2021-07-13 阿里巴巴集团控股有限公司 Project recommendation method, device and system
US11539529B2 (en) * 2020-05-27 2022-12-27 Wipro Limited System and method for facilitating of an internet of things infrastructure for an application
CN111494964B (en) * 2020-06-30 2020-11-20 腾讯科技（深圳）有限公司 Virtual article recommendation method, model training method, device and storage medium

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW201011575A (en) * 2008-09-12 2010-03-16 Univ Nat Cheng Kung Recommendation apparatus and method of integrating rough sets and multiple-characteristic exploration
CN103729351B (en) * 2012-10-10 2017-10-03 阿里巴巴集团控股有限公司 Query word recommends method and device
US9471671B1 (en) * 2013-12-18 2016-10-18 Google Inc. Identifying and/or recommending relevant media content
US20160092893A1 (en) * 2014-09-29 2016-03-31 Ebay Inc. System, method, and apparatus for predicting item characteristic popularity
US9697232B2 (en) * 2015-03-19 2017-07-04 International Business Machines Corporation System and method for creating a preference profile from shared images
TWI573034B (en) * 2016-05-09 2017-03-01 Chunghwa Telecom Co Ltd Application Method and System of Application Service Data on Information Platform
CN107566856B (en) * 2016-07-01 2019-11-15 腾讯科技（北京）有限公司 The method and system of pushed information are provided
US10607154B2 (en) * 2016-07-27 2020-03-31 Facebook, Inc. Socioeconomic group classification based on user features
US10460257B2 (en) * 2016-09-08 2019-10-29 Conduent Business Services, Llc Method and system for training a target domain classifier to label text segments
CN106407477A (en) * 2016-11-22 2017-02-15 深圳市互联在线云计算股份有限公司 Multidimensional interconnection recommendation method and system
US11087202B2 (en) * 2017-02-28 2021-08-10 Fujifilm Business Innovation Corp. System and method for using deep learning to identify purchase stages from a microblog post
US11334933B2 (en) * 2017-11-30 2022-05-17 Palo Alto Research Center Incorporated Method, system, and manufacture for inferring user lifestyle and preference information from images
CN108665007B (en) * 2018-05-22 2020-03-17 阿里巴巴集团控股有限公司 Recommendation method and device based on multiple classifiers and electronic equipment
US11682474B2 (en) * 2018-12-12 2023-06-20 International Business Machines Corporation Enhanced user screening for sensitive services

Also Published As

Publication number Publication date
CN108665007B (en) 2020-03-17
WO2019223380A1 (en) 2019-11-28
US11269966B2 (en) 2022-03-08
CN108665007A (en) 2018-10-16
TW202004520A (en) 2020-01-16
TWI721374B (en) 2021-03-11
US20200334312A1 (en) 2020-10-22

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