KR102139029B1 - 추천 엔진에 기초하는 일반화된 그래프, 규칙 및 공간 구조 - Google Patents

추천 엔진에 기초하는 일반화된 그래프, 규칙 및 공간 구조 Download PDF

Info

Publication number
KR102139029B1
KR102139029B1 KR1020140153875A KR20140153875A KR102139029B1 KR 102139029 B1 KR102139029 B1 KR 102139029B1 KR 1020140153875 A KR1020140153875 A KR 1020140153875A KR 20140153875 A KR20140153875 A KR 20140153875A KR 102139029 B1 KR102139029 B1 KR 102139029B1
Authority
KR
South Korea
Prior art keywords
user
items
model
spatial data
vector
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
KR1020140153875A
Other languages
English (en)
Korean (ko)
Other versions
KR20150057987A (ko
Inventor
로버츠 마이클
피. 아헤른 쉐인
Original Assignee
팔로 알토 리서치 센터 인코포레이티드
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 팔로 알토 리서치 센터 인코포레이티드 filed Critical 팔로 알토 리서치 센터 인코포레이티드
Publication of KR20150057987A publication Critical patent/KR20150057987A/ko
Application granted granted Critical
Publication of KR102139029B1 publication Critical patent/KR102139029B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G06F16/2228—Indexing structures
    • G06F16/2264—Multidimensional index structures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/3331—Query processing
    • G06F16/334—Query execution
    • G06F16/3347—Query execution using vector based model
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/335—Filtering based on additional data, e.g. user or group profiles
    • G06F16/337—Profile generation, learning or modification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Development Economics (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020140153875A 2013-11-18 2014-11-06 추천 엔진에 기초하는 일반화된 그래프, 규칙 및 공간 구조 Active KR102139029B1 (ko)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14/083,285 2013-11-18
US14/083,285 US9582547B2 (en) 2013-11-18 2013-11-18 Generalized graph, rule, and spatial structure based recommendation engine

Publications (2)

Publication Number Publication Date
KR20150057987A KR20150057987A (ko) 2015-05-28
KR102139029B1 true KR102139029B1 (ko) 2020-07-29

Family

ID=52002661

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020140153875A Active KR102139029B1 (ko) 2013-11-18 2014-11-06 추천 엔진에 기초하는 일반화된 그래프, 규칙 및 공간 구조

Country Status (4)

Country Link
US (1) US9582547B2 (enExample)
EP (1) EP2874076A1 (enExample)
JP (1) JP6293642B2 (enExample)
KR (1) KR102139029B1 (enExample)

Families Citing this family (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11238056B2 (en) 2013-10-28 2022-02-01 Microsoft Technology Licensing, Llc Enhancing search results with social labels
US10521824B1 (en) * 2014-01-02 2019-12-31 Outbrain Inc. System and method for personalized content recommendations
US11645289B2 (en) * 2014-02-04 2023-05-09 Microsoft Technology Licensing, Llc Ranking enterprise graph queries
US9870432B2 (en) 2014-02-24 2018-01-16 Microsoft Technology Licensing, Llc Persisted enterprise graph queries
US11657060B2 (en) 2014-02-27 2023-05-23 Microsoft Technology Licensing, Llc Utilizing interactivity signals to generate relationships and promote content
US10757201B2 (en) 2014-03-01 2020-08-25 Microsoft Technology Licensing, Llc Document and content feed
US10255563B2 (en) 2014-03-03 2019-04-09 Microsoft Technology Licensing, Llc Aggregating enterprise graph content around user-generated topics
US10394827B2 (en) 2014-03-03 2019-08-27 Microsoft Technology Licensing, Llc Discovering enterprise content based on implicit and explicit signals
US10061826B2 (en) 2014-09-05 2018-08-28 Microsoft Technology Licensing, Llc. Distant content discovery
WO2017095371A1 (en) * 2015-11-30 2017-06-08 Hewlett Packard Enterprise Development Lp Product recommendations based on selected user and product attributes
US10832304B2 (en) 2016-01-15 2020-11-10 Target Brands, Inc. Resorting product suggestions for a user interface
US20170267251A1 (en) 2016-03-15 2017-09-21 Palo Alto Research Center Incorporated System And Method For Providing Context-Specific Vehicular Driver Interactions
US10452652B2 (en) 2016-09-15 2019-10-22 At&T Intellectual Property I, L.P. Recommendation platform for structured queries
US10223359B2 (en) 2016-10-10 2019-03-05 The Directv Group, Inc. Determining recommended media programming from sparse consumption data
US11169660B2 (en) * 2016-12-14 2021-11-09 Microsoft Technology Licensing, Llc Personalized adaptive task framework for user life events
US10331480B2 (en) * 2017-02-22 2019-06-25 Microsoft Technology Licensing, Llc Contextual application organizer framework for user life events
US11935024B1 (en) 2017-10-20 2024-03-19 Block, Inc. Account-based data and marketplace generation
CN108132717A (zh) * 2017-12-21 2018-06-08 广东欧珀移动通信有限公司 候选词的推荐方法、装置、存储介质及移动终端
US11210721B1 (en) 2018-10-15 2021-12-28 Square, Inc. Converting items into vectors to determine optimized locations
CN111782927B (zh) * 2019-05-15 2024-05-17 北京京东尚科信息技术有限公司 物品推荐方法及其装置、计算机可存储介质
WO2021066816A1 (en) * 2019-10-01 2021-04-08 Visa International Service Association Graph learning and automated behavior coordination platform
CN112330405B (zh) * 2020-11-10 2023-11-24 深圳大学 一种面向物品集显式反馈的推荐方法、终端及存储介质
US12260183B2 (en) * 2021-09-16 2025-03-25 International Business Machines Corporation Geometric shape based event component personalization
CN114036398B (zh) * 2021-11-30 2024-02-13 北京百度网讯科技有限公司 内容推荐和排序模型训练方法、装置、设备以及存储介质
CN114186101B (zh) * 2021-12-14 2025-04-18 中国平安财产保险股份有限公司 数据处理方法、装置、计算机设备及存储介质

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5277307B2 (ja) 2009-02-18 2013-08-28 株式会社日立製作所 情報推薦方法、そのシステム、及びサーバ

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004287934A (ja) * 2003-03-24 2004-10-14 Alpha Systems:Kk 情報提供システムおよびコンテキスト情報抽出方法
US7424488B2 (en) * 2006-06-27 2008-09-09 International Business Machines Corporation Context-aware, adaptive approach to information selection for interactive information analysis
US8494978B2 (en) * 2007-11-02 2013-07-23 Ebay Inc. Inferring user preferences from an internet based social interactive construct
US8412796B2 (en) * 2009-07-31 2013-04-02 University College Dublin—National University of Ireland, Dublin Real time information feed processing
EP2312515A1 (en) * 2009-10-16 2011-04-20 Alcatel Lucent Device for determining potential future interests to be introduced into profile(s) of user(s) of communication equipment(s)
US20120278268A1 (en) * 2011-04-28 2012-11-01 Nokia Corporation Method and apparatus for extracting explicit profile representation through adaptive recommender system
WO2013010024A1 (en) * 2011-07-12 2013-01-17 Thomas Pinckney Recommendations in a computing advice facility
US9836545B2 (en) * 2012-04-27 2017-12-05 Yahoo Holdings, Inc. Systems and methods for personalized generalized content recommendations
US9208439B2 (en) * 2013-04-29 2015-12-08 Palo Alto Research Center Incorporated Generalized contextual intelligence platform

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5277307B2 (ja) 2009-02-18 2013-08-28 株式会社日立製作所 情報推薦方法、そのシステム、及びサーバ
US8635241B2 (en) 2009-02-18 2014-01-21 Hitachi, Ltd. Method of recommending information, system thereof, and server

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
DONALD KOSSMANN et al, "Shooting Stars in the Sky: An Online Algorithm for Skyline Queries", VLDB '02: Proceedings of the 28th International Conference on Very Large Databases, 2002.08.20

Also Published As

Publication number Publication date
US20150142785A1 (en) 2015-05-21
JP6293642B2 (ja) 2018-03-14
KR20150057987A (ko) 2015-05-28
JP2015099593A (ja) 2015-05-28
US9582547B2 (en) 2017-02-28
EP2874076A1 (en) 2015-05-20

Similar Documents

Publication Publication Date Title
KR102139029B1 (ko) 추천 엔진에 기초하는 일반화된 그래프, 규칙 및 공간 구조
US9235646B2 (en) Method and system for a search engine for user generated content (UGC)
US20110173130A1 (en) Method and system for informing a user by utilizing time based reviews
Zualkernan et al. Emotion recognition using mobile phones
US10929409B2 (en) Identifying local experts for local search
KR101565759B1 (ko) 토픽 템플릿과 연관어에 기반한 관련토픽 및 경쟁토픽 탐지 시스템, 탐지 방법 및 탐지 장치
JP2020135891A (ja) 検索提案を提供する方法、装置、機器及び媒体
US20140172415A1 (en) Apparatus, system, and method of providing sentiment analysis result based on text
WO2018195691A1 (en) New connection recommendations based on data attributes
US9582835B2 (en) Apparatus, system, and method for searching for power user in social media
US20200210390A1 (en) Automatic feature generation for machine learning in data-anomaly detection
US20220114624A1 (en) Digital Content Text Processing and Review Techniques
WO2018023329A1 (en) Quality industry content mixed with friend's posts in social network
US9996529B2 (en) Method and system for generating dynamic themes for social data
Zhu et al. Human activity recognition using social media data
KR101621735B1 (ko) 추천 검색어 제공 방법 및 시스템
US11392851B2 (en) Social network navigation based on content relationships
CN104240107B (zh) 社群数据筛选系统及其方法
KR20140046556A (ko) 문서 분류 시스템 및 그 방법, 그리고 이에 적용되는 장치
KR20140026796A (ko) 맞춤형 특허분석 서비스 시스템 및 그 방법
CN110659406A (zh) 搜索方法及装置
US20200364728A1 (en) Method of comparison-based ranking
CN104123307A (zh) 数据加载方法及系统
KR20190002939A (ko) 검색 결과 제공 장치 및 방법
JP5368900B2 (ja) 情報提示装置、情報提示方法およびプログラム

Legal Events

Date Code Title Description
PA0109 Patent application

Patent event code: PA01091R01D

Comment text: Patent Application

Patent event date: 20141106

PG1501 Laying open of application
A201 Request for examination
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20191105

Comment text: Request for Examination of Application

Patent event code: PA02011R01I

Patent event date: 20141106

Comment text: Patent Application

PA0302 Request for accelerated examination

Patent event date: 20191105

Patent event code: PA03022R01D

Comment text: Request for Accelerated Examination

Patent event date: 20141106

Patent event code: PA03021R01I

Comment text: Patent Application

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

Comment text: Notification of reason for refusal

Patent event date: 20191213

Patent event code: PE09021S01D

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

Patent event code: PE07011S01D

Comment text: Decision to Grant Registration

Patent event date: 20200423

GRNT Written decision to grant
PR0701 Registration of establishment

Comment text: Registration of Establishment

Patent event date: 20200723

Patent event code: PR07011E01D

PR1002 Payment of registration fee

Payment date: 20200724

End annual number: 3

Start annual number: 1

PG1601 Publication of registration
PR1001 Payment of annual fee

Payment date: 20240625

Start annual number: 5

End annual number: 5