KR102284383B1 - 계층화된 디스크립터들의 클러스터링에 기반한 사용자 프로파일 - Google Patents

계층화된 디스크립터들의 클러스터링에 기반한 사용자 프로파일 Download PDF

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KR102284383B1
KR102284383B1 KR1020157007737A KR20157007737A KR102284383B1 KR 102284383 B1 KR102284383 B1 KR 102284383B1 KR 1020157007737 A KR1020157007737 A KR 1020157007737A KR 20157007737 A KR20157007737 A KR 20157007737A KR 102284383 B1 KR102284383 B1 KR 102284383B1
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필립 포프
칭-웨이 첸
피터 씨. 디마리아
마르쿠스 케이. 크리머
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그레이스노트, 인코포레이티드
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    • G06—COMPUTING OR CALCULATING; COUNTING
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    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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    • G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
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    • G06F16/635—Filtering based on additional data, e.g. user or group profiles
    • G06F16/636—Filtering based on additional data, e.g. user or group profiles by using biological or physiological data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
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KR1020157007737A 2012-09-12 2013-08-19 계층화된 디스크립터들의 클러스터링에 기반한 사용자 프로파일 Active KR102284383B1 (ko)

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US13/611,740 2012-09-12
US13/611,740 US10140372B2 (en) 2012-09-12 2012-09-12 User profile based on clustering tiered descriptors
PCT/US2013/055576 WO2014042826A2 (en) 2012-09-12 2013-08-19 User profile based on clustering tiered descriptors

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Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9154942B2 (en) 2008-11-26 2015-10-06 Free Stream Media Corp. Zero configuration communication between a browser and a networked media device
US9519772B2 (en) 2008-11-26 2016-12-13 Free Stream Media Corp. Relevancy improvement through targeting of information based on data gathered from a networked device associated with a security sandbox of a client device
US10880340B2 (en) 2008-11-26 2020-12-29 Free Stream Media Corp. Relevancy improvement through targeting of information based on data gathered from a networked device associated with a security sandbox of a client device
US10419541B2 (en) 2008-11-26 2019-09-17 Free Stream Media Corp. Remotely control devices over a network without authentication or registration
US10567823B2 (en) 2008-11-26 2020-02-18 Free Stream Media Corp. Relevant advertisement generation based on a user operating a client device communicatively coupled with a networked media device
US10334324B2 (en) 2008-11-26 2019-06-25 Free Stream Media Corp. Relevant advertisement generation based on a user operating a client device communicatively coupled with a networked media device
US10977693B2 (en) 2008-11-26 2021-04-13 Free Stream Media Corp. Association of content identifier of audio-visual data with additional data through capture infrastructure
US9986279B2 (en) 2008-11-26 2018-05-29 Free Stream Media Corp. Discovery, access control, and communication with networked services
US8180891B1 (en) 2008-11-26 2012-05-15 Free Stream Media Corp. Discovery, access control, and communication with networked services from within a security sandbox
US9961388B2 (en) 2008-11-26 2018-05-01 David Harrison Exposure of public internet protocol addresses in an advertising exchange server to improve relevancy of advertisements
US10631068B2 (en) 2008-11-26 2020-04-21 Free Stream Media Corp. Content exposure attribution based on renderings of related content across multiple devices
US10140372B2 (en) 2012-09-12 2018-11-27 Gracenote, Inc. User profile based on clustering tiered descriptors
US20160261921A1 (en) * 2012-11-21 2016-09-08 Dante Consulting, Inc Context based shopping capabilities when viewing digital media
US9830931B2 (en) * 2015-12-31 2017-11-28 Harman International Industries, Incorporated Crowdsourced database for sound identification
US10861045B2 (en) * 2016-09-07 2020-12-08 Tivo Solutions Inc. Automatically labeling clusters of media content consumers
CN110110237A (zh) * 2017-12-19 2019-08-09 福建天泉教育科技有限公司 用户兴趣信息推荐方法、存储介质
US11200536B2 (en) * 2018-09-07 2021-12-14 Texas Tech University System Systems and methods for predictively managing collections of items
CN110275986B (zh) * 2019-04-23 2022-02-11 深圳市傲天科技股份有限公司 基于协同过滤的视频推荐方法、服务器及计算机存储介质
US11403649B2 (en) 2019-09-11 2022-08-02 Toast, Inc. Multichannel system for patron identification and dynamic ordering experience enhancement
CN112001384A (zh) * 2020-08-14 2020-11-27 广州掌淘网络科技有限公司 商圈识别的方法及设备
JP2023548250A (ja) * 2020-11-05 2023-11-15 ミュージマップ エスエー パーソナリティプロファイルの生成

Family Cites Families (97)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5758257A (en) 1994-11-29 1998-05-26 Herz; Frederick System and method for scheduling broadcast of and access to video programs and other data using customer profiles
US5616876A (en) 1995-04-19 1997-04-01 Microsoft Corporation System and methods for selecting music on the basis of subjective content
US6049777A (en) 1995-06-30 2000-04-11 Microsoft Corporation Computer-implemented collaborative filtering based method for recommending an item to a user
US6317722B1 (en) 1998-09-18 2001-11-13 Amazon.Com, Inc. Use of electronic shopping carts to generate personal recommendations
US6411724B1 (en) 1999-07-02 2002-06-25 Koninklijke Philips Electronics N.V. Using meta-descriptors to represent multimedia information
US7212972B2 (en) * 1999-12-08 2007-05-01 Ddi Corporation Audio features description method and audio video features description collection construction method
US6389467B1 (en) 2000-01-24 2002-05-14 Friskit, Inc. Streaming media search and continuous playback system of media resources located by multiple network addresses
US7076561B1 (en) 2000-03-08 2006-07-11 Music Choice Personalized audio system and method
US20050021499A1 (en) * 2000-03-31 2005-01-27 Microsoft Corporation Cluster-and descriptor-based recommendations
US7228283B1 (en) * 2000-04-05 2007-06-05 David Hornstein Aesthetic profile collection
US8352331B2 (en) 2000-05-03 2013-01-08 Yahoo! Inc. Relationship discovery engine
US7075000B2 (en) 2000-06-29 2006-07-11 Musicgenome.Com Inc. System and method for prediction of musical preferences
WO2002001439A2 (en) 2000-06-29 2002-01-03 Musicgenome.Com Inc. Using a system for prediction of musical preferences for the distribution of musical content over cellular networks
US7206775B2 (en) 2000-07-06 2007-04-17 Microsoft Corporation System and methods for the automatic transmission of new, high affinity media
EP1215834A1 (en) * 2000-12-15 2002-06-19 Sony France S.A. Information sequence extraction and building apparatus e.g. for producing personalised music title sequences
US6928433B2 (en) * 2001-01-05 2005-08-09 Creative Technology Ltd Automatic hierarchical categorization of music by metadata
WO2003014867A2 (en) * 2001-08-03 2003-02-20 John Allen Ananian Personalized interactive digital catalog profiling
WO2004003705A2 (en) * 2002-06-27 2004-01-08 Small World Productions, Inc. System and method for locating and notifying a user of a person, place or thing having attributes matching the user's stated prefernces
EP1860579A1 (en) 2002-08-30 2007-11-28 Sony Deutschland Gmbh Method to split a multiuser profile
US7657907B2 (en) 2002-09-30 2010-02-02 Sharp Laboratories Of America, Inc. Automatic user profiling
US20040073924A1 (en) 2002-09-30 2004-04-15 Ramesh Pendakur Broadcast scheduling and content selection based upon aggregated user profile information
US7081579B2 (en) 2002-10-03 2006-07-25 Polyphonic Human Media Interface, S.L. Method and system for music recommendation
US8053659B2 (en) 2002-10-03 2011-11-08 Polyphonic Human Media Interface, S.L. Music intelligence universe server
US8686272B2 (en) * 2002-10-03 2014-04-01 Polyphonic Human Media Interface, S.L. Method and system for music recommendation based on immunology
US20040254950A1 (en) * 2003-06-13 2004-12-16 Musgrove Timothy A. Catalog taxonomy for storing product information and system and method using same
US8019659B2 (en) * 2003-05-02 2011-09-13 Cbs Interactive Inc. Catalog taxonomy for storing product information and system and method using same
US20040254957A1 (en) * 2003-06-13 2004-12-16 Nokia Corporation Method and a system for modeling user preferences
KR100493902B1 (ko) * 2003-08-28 2005-06-10 삼성전자주식회사 콘텐츠 추천방법 및 시스템
US7693827B2 (en) 2003-09-30 2010-04-06 Google Inc. Personalization of placed content ordering in search results
US7884274B1 (en) 2003-11-03 2011-02-08 Wieder James W Adaptive personalized music and entertainment
US7257571B2 (en) 2004-01-26 2007-08-14 Microsoft Corporation Automatic query clustering
WO2005072405A2 (en) 2004-01-27 2005-08-11 Transpose, Llc Enabling recommendations and community by massively-distributed nearest-neighbor searching
JP4492214B2 (ja) * 2004-05-24 2010-06-30 ソニー株式会社 情報処理装置および方法、並びにプログラム
WO2006011102A1 (en) * 2004-07-22 2006-02-02 Koninklijke Philips Electronics N.V. Determining a similarity between ontology concepts
US20060075013A1 (en) * 2004-09-03 2006-04-06 Hite Thomas D System and method for relating computing systems
GB0512435D0 (en) * 2005-06-17 2005-07-27 Queen Mary & Westfield College An ontology-based approach to information management for semantic music analysis systems
US7603360B2 (en) 2005-09-14 2009-10-13 Jumptap, Inc. Location influenced search results
JP2007164545A (ja) 2005-12-14 2007-06-28 Sony Corp 嗜好プロファイル生成装置、嗜好プロファイル生成方法及びプロファイル生成プログラム
US7792815B2 (en) * 2006-03-06 2010-09-07 Veveo, Inc. Methods and systems for selecting and presenting content based on context sensitive user preferences
US7437373B2 (en) * 2006-03-06 2008-10-14 The Real Time Matrix Corporation Method and system for correlating information
JP2009529753A (ja) * 2006-03-09 2009-08-20 グレースノート インコーポレイテッド メディアナビゲーション方法及びシステム
WO2007109095A1 (en) 2006-03-17 2007-09-27 Vervelife System and method for creating custom playlists based on user inputs
US7974984B2 (en) * 2006-04-19 2011-07-05 Mobile Content Networks, Inc. Method and system for managing single and multiple taxonomies
US7844557B2 (en) * 2006-05-16 2010-11-30 Sony Corporation Method and system for order invariant clustering of categorical data
US7640220B2 (en) * 2006-05-16 2009-12-29 Sony Corporation Optimal taxonomy layer selection method
US8930204B1 (en) 2006-08-16 2015-01-06 Resource Consortium Limited Determining lifestyle recommendations using aggregated personal information
JP4910582B2 (ja) * 2006-09-12 2012-04-04 ソニー株式会社 情報処理装置および方法、並びに、プログラム
JP5161883B2 (ja) 2006-09-14 2013-03-13 ベベオ，インク． 検索結果を階層的に編成された概念クラスタに動的に再配列する方法およびシステム
US8732197B2 (en) * 2007-02-02 2014-05-20 Musgrove Technology Enterprises Llc (Mte) Method and apparatus for aligning multiple taxonomies
US20090013260A1 (en) 2007-07-06 2009-01-08 Martin Keith D Intelligent music track selection in a networked environment
US8452725B2 (en) * 2008-09-03 2013-05-28 Hamid Hatami-Hanza System and method of ontological subject mapping for knowledge processing applications
US20090063537A1 (en) 2007-08-30 2009-03-05 Motorola, Inc. Method and apparatus for generating a user profile
US20100185700A1 (en) * 2007-09-17 2010-07-22 Yan Bodain Method and system for aligning ontologies using annotation exchange
US20090077094A1 (en) * 2007-09-17 2009-03-19 Yan Bodain Method and system for ontology modeling based on the exchange of annotations
JP5294294B2 (ja) * 2007-11-30 2013-09-18 日本電気株式会社 コンテンツ選択支援装置、コンテンツ選択支援方法及びそのプログラム
US9081853B2 (en) 2008-04-03 2015-07-14 Graham Holdings Company Information display system based on user profile data with assisted and explicit profile modification
JP2011519454A (ja) * 2008-04-13 2011-07-07 アイファロ メディア ゲーエムベーハー メディア資産管理
US20090299945A1 (en) 2008-06-03 2009-12-03 Strands, Inc. Profile modeling for sharing individual user preferences
US8959108B2 (en) 2008-06-18 2015-02-17 Zeitera, Llc Distributed and tiered architecture for content search and content monitoring
US8214346B2 (en) 2008-06-27 2012-07-03 Cbs Interactive Inc. Personalization engine for classifying unstructured documents
US11461785B2 (en) 2008-07-10 2022-10-04 Ron M. Redlich System and method to identify, classify and monetize information as an intangible asset and a production model based thereon
US20100100826A1 (en) 2008-10-17 2010-04-22 Louis Hawthorne System and method for content customization based on user profile
US8271413B2 (en) * 2008-11-25 2012-09-18 Google Inc. Providing digital content based on expected user behavior
US8751494B2 (en) * 2008-12-15 2014-06-10 Rovi Technologies Corporation Constructing album data using discrete track data from multiple sources
KR101142679B1 (ko) * 2009-01-23 2012-05-03 삼성전자주식회사 생체 신호를 이용한 음악 검색 장치 및 그 방법
US20100205222A1 (en) 2009-02-10 2010-08-12 Tom Gajdos Music profiling
US20100268735A1 (en) * 2009-04-17 2010-10-21 Microsoft Corporation Online content service with catalog-based interaction
US20100281025A1 (en) * 2009-05-04 2010-11-04 Motorola, Inc. Method and system for recommendation of content items
US8805854B2 (en) 2009-06-23 2014-08-12 Gracenote, Inc. Methods and apparatus for determining a mood profile associated with media data
US8713078B2 (en) * 2009-08-13 2014-04-29 Samsung Electronics Co., Ltd. Method for building taxonomy of topics and categorizing videos
JP5428661B2 (ja) * 2009-08-31 2014-02-26 ソニー株式会社 情報処理装置及び情報処理方法
US20110060738A1 (en) * 2009-09-08 2011-03-10 Apple Inc. Media item clustering based on similarity data
US9069848B2 (en) * 2009-09-29 2015-06-30 International Business Machines Corporation Automatic taxonomy enrichment
US20110093361A1 (en) 2009-10-20 2011-04-21 Lisa Morales Method and System for Online Shopping and Searching For Groups Of Items
US10102278B2 (en) 2010-02-03 2018-10-16 Gartner, Inc. Methods and systems for modifying a user profile for a recommendation algorithm and making recommendations based on user interactions with items
US8903794B2 (en) * 2010-02-05 2014-12-02 Microsoft Corporation Generating and presenting lateral concepts
US8352483B1 (en) * 2010-05-12 2013-01-08 A9.Com, Inc. Scalable tree-based search of content descriptors
US9792640B2 (en) 2010-08-18 2017-10-17 Jinni Media Ltd. Generating and providing content recommendations to a group of users
US8478519B2 (en) * 2010-08-30 2013-07-02 Google Inc. Providing results to parameterless search queries
US8819592B2 (en) * 2010-09-03 2014-08-26 Robert Lewis Jackson, JR. Sparse dynamic selection trees
US9177041B2 (en) * 2010-09-03 2015-11-03 Robert Lewis Jackson, JR. Automated stratification of graph display
WO2012038007A2 (en) 2010-09-24 2012-03-29 Telefonica, S.A. Method for context-aware content recommendations using user contextual micro-profiles pre-filtering and collaborative filtering
WO2012064759A1 (en) * 2010-11-09 2012-05-18 Myusic, Inc. Displaying, exploring, discovering, recommending, and playing back media files based on user preferences
EP2656627A1 (en) 2010-12-22 2013-10-30 Thomson Licensing Method and system for providing media recommendations
US8484245B2 (en) * 2011-02-08 2013-07-09 Xerox Corporation Large scale unsupervised hierarchical document categorization using ontological guidance
US8489639B2 (en) * 2011-03-04 2013-07-16 Accenture Global Services Limited Information source alignment
US9552425B2 (en) * 2011-06-02 2017-01-24 Ebay Inc. System and method for determining query aspects at appropriate category levels
US8577876B2 (en) * 2011-06-06 2013-11-05 Met Element, Inc. System and method for determining art preferences of people
US8620931B2 (en) * 2011-06-24 2013-12-31 Siemens Aktiengesellschaft Method of composing an ontology alignment
US8655882B2 (en) * 2011-08-31 2014-02-18 Raytheon Company Method and system for ontology candidate selection, comparison, and alignment
US8671068B2 (en) * 2011-09-22 2014-03-11 Toyota Jidosha Kabushiki Kaisha Content recommendation system
US9110998B2 (en) * 2011-12-22 2015-08-18 Google Technology Holdings LLC Hierarchical behavioral profile
US8943004B2 (en) * 2012-02-08 2015-01-27 Adam Treiser Tools and methods for determining relationship values
US20140074650A1 (en) 2012-03-01 2014-03-13 Qloo, Inc. Personalized cross-domain recommender system
US10140372B2 (en) 2012-09-12 2018-11-27 Gracenote, Inc. User profile based on clustering tiered descriptors
US20140114985A1 (en) 2012-10-23 2014-04-24 Apple Inc. Personalized media stations
US9449084B2 (en) * 2013-03-15 2016-09-20 Futurewei Technologies, Inc. Music recommendation based on biometric and motion sensors on mobile device

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US10949482B2 (en) 2021-03-16
WO2014042826A3 (en) 2014-05-08
JP6288683B2 (ja) 2018-03-07
KR20150054861A (ko) 2015-05-20
EP3543872A1 (en) 2019-09-25
US11886521B2 (en) 2024-01-30
WO2014042826A2 (en) 2014-03-20
CA2884534A1 (en) 2014-03-20
EP2895971A2 (en) 2015-07-22
US20250272348A1 (en) 2025-08-28
US20140074839A1 (en) 2014-03-13
US20210200825A1 (en) 2021-07-01
US20240134921A1 (en) 2024-04-25
EP2895971A4 (en) 2016-05-04
US12332956B2 (en) 2025-06-17
IL237605A0 (en) 2015-04-30
JP2015534174A (ja) 2015-11-26
US10140372B2 (en) 2018-11-27
US20190050488A1 (en) 2019-02-14

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