MX2020009560A - Clasificacion y presentacion de resultados de motor de busqueda con base en modelos de clasificacion especificos de categoria. - Google Patents

Clasificacion y presentacion de resultados de motor de busqueda con base en modelos de clasificacion especificos de categoria.

Info

Publication number
MX2020009560A
MX2020009560A MX2020009560A MX2020009560A MX2020009560A MX 2020009560 A MX2020009560 A MX 2020009560A MX 2020009560 A MX2020009560 A MX 2020009560A MX 2020009560 A MX2020009560 A MX 2020009560A MX 2020009560 A MX2020009560 A MX 2020009560A
Authority
MX
Mexico
Prior art keywords
ranking
models
specific
category
search engine
Prior art date
Application number
MX2020009560A
Other languages
English (en)
Inventor
Rongkai Zhao
Ravi Sambhu
Naveen Krishna
Rajdeep Mondal
Original Assignee
Home Depot Int 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 Home Depot Int Inc filed Critical Home Depot Int Inc
Publication of MX2020009560A publication Critical patent/MX2020009560A/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
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G06Q30/0641—Shopping interfaces
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2457—Query processing with adaptation to user needs
    • G06F16/24575—Query processing with adaptation to user needs using context
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2457—Query processing with adaptation to user needs
    • G06F16/24578—Query processing with adaptation to user needs using ranking
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/285—Clustering or classification
    • 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
    • G06F16/951—Indexing; Web crawling techniques

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Computational Linguistics (AREA)
  • Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Marketing (AREA)
  • Development Economics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

Los métodos para operar un motor de búsqueda pueden incluir calcular modelos de vector de documento multi-modal para cada uno de una pluralidad de documentos electrónicos, modelos de clasificación específicos de categoría de entrenamiento, específicos de consulta de búsqueda con respecto a algoritmos de aprendizaje de máquina con base en esos modelos de vector de documento, y aplicar cada uno de esos modelos a casos adicionales de la misma consulta de búsqueda para clasificar los documentos correspondientes a esa consulta de búsqueda.
MX2020009560A 2018-03-23 2019-03-13 Clasificacion y presentacion de resultados de motor de busqueda con base en modelos de clasificacion especificos de categoria. MX2020009560A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/933,817 US10915538B2 (en) 2018-03-23 2018-03-23 Ranking and presenting search engine results based on category-specific ranking models
PCT/US2019/021983 WO2019182828A1 (en) 2018-03-23 2019-03-13 Ranking and presenting search engine results based on category-specific ranking models

Publications (1)

Publication Number Publication Date
MX2020009560A true MX2020009560A (es) 2020-10-05

Family

ID=67983218

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2020009560A MX2020009560A (es) 2018-03-23 2019-03-13 Clasificacion y presentacion de resultados de motor de busqueda con base en modelos de clasificacion especificos de categoria.

Country Status (4)

Country Link
US (3) US10915538B2 (es)
CA (1) CA3094201A1 (es)
MX (1) MX2020009560A (es)
WO (1) WO2019182828A1 (es)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2731658C2 (ru) 2018-06-21 2020-09-07 Общество С Ограниченной Ответственностью "Яндекс" Способ и система выбора для ранжирования поисковых результатов с помощью алгоритма машинного обучения
US11102534B2 (en) * 2018-11-29 2021-08-24 Microsoft Technology Licensing, Llc Content item similarity detection
RU2744029C1 (ru) * 2018-12-29 2021-03-02 Общество С Ограниченной Ответственностью "Яндекс" Система и способ формирования обучающего набора для алгоритма машинного обучения
US11663280B2 (en) 2019-10-15 2023-05-30 Home Depot Product Authority, Llc Search engine using joint learning for multi-label classification
CN111061954B (zh) * 2019-12-19 2022-03-15 腾讯音乐娱乐科技（深圳）有限公司 搜索结果排序方法、装置及存储介质
CN113377970A (zh) * 2020-03-10 2021-09-10 阿里巴巴集团控股有限公司 信息的处理方法和装置
US11853309B2 (en) * 2020-10-30 2023-12-26 Home Depot Product Authority, Llc User click modelling in search queries
CN112784092B (zh) * 2021-01-28 2022-03-25 电子科技大学 一种混合融合模型的跨模态图像文本检索方法
US11960555B2 (en) * 2021-03-03 2024-04-16 Home Depot Product Authority, Llc Attentive pseudo-relevance feedback network for query categorization
US20240135164A1 (en) * 2022-10-25 2024-04-25 Velocity EHS Inc. Automatic identification of lessons-learned incident records

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Publication number Priority date Publication date Assignee Title
US6981040B1 (en) 1999-12-28 2005-12-27 Utopy, Inc. Automatic, personalized online information and product services
US6892193B2 (en) 2001-05-10 2005-05-10 International Business Machines Corporation Method and apparatus for inducing classifiers for multimedia based on unified representation of features reflecting disparate modalities
US7426509B2 (en) 2002-11-15 2008-09-16 Justsystems Evans Research, Inc. Method and apparatus for document filtering using ensemble filters
US7197497B2 (en) 2003-04-25 2007-03-27 Overture Services, Inc. Method and apparatus for machine learning a document relevance function
US20050060290A1 (en) 2003-09-15 2005-03-17 International Business Machines Corporation Automatic query routing and rank configuration for search queries in an information retrieval system
US20050071328A1 (en) 2003-09-30 2005-03-31 Lawrence Stephen R. Personalization of web search
US20070174257A1 (en) 2006-01-18 2007-07-26 Bruce Thomas Howard Systems and methods for providing sorted search results
US20100082639A1 (en) * 2008-09-30 2010-04-01 Microsoft Corporation Processing maximum likelihood for listwise rankings
US8086631B2 (en) 2008-12-12 2011-12-27 Microsoft Corporation Search result diversification
US8924314B2 (en) 2010-09-28 2014-12-30 Ebay Inc. Search result ranking using machine learning
WO2012064893A2 (en) 2010-11-10 2012-05-18 Google Inc. Automated product attribute selection
US8606728B1 (en) 2011-06-15 2013-12-10 Google Inc. Suggesting training examples
US20130097146A1 (en) * 2011-10-05 2013-04-18 Medio Systems, Inc. Personalized ranking of categorized search results
US20160335697A1 (en) 2015-05-13 2016-11-17 Vinay BAWRI Computer implemented method for ranking data & removing dependencies on menus or multiple fields and controls
US11106742B2 (en) * 2018-03-16 2021-08-31 MyFitnessPal, Inc. Deep multi-modal pairwise ranking model for crowdsourced food data

Also Published As

Publication number Publication date
US20230334054A1 (en) 2023-10-19
US11609920B2 (en) 2023-03-21
US20210133200A1 (en) 2021-05-06
WO2019182828A1 (en) 2019-09-26
US20190294692A1 (en) 2019-09-26
CA3094201A1 (en) 2019-09-26
US10915538B2 (en) 2021-02-09

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