KR100953394B1 - 아이템들의 추천기에서 아이템들의 근접도를 평가하기위한 방법 및 장치 - Google Patents
아이템들의 추천기에서 아이템들의 근접도를 평가하기위한 방법 및 장치 Download PDFInfo
- Publication number
- KR100953394B1 KR100953394B1 KR1020047007222A KR20047007222A KR100953394B1 KR 100953394 B1 KR100953394 B1 KR 100953394B1 KR 1020047007222 A KR1020047007222 A KR 1020047007222A KR 20047007222 A KR20047007222 A KR 20047007222A KR 100953394 B1 KR100953394 B1 KR 100953394B1
- Authority
- KR
- South Korea
- Prior art keywords
- programs
- program
- distance
- cluster
- watched
- 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.)
- Expired - Fee Related
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Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
-
- 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
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99931—Database or file accessing
- Y10S707/99933—Query processing, i.e. searching
- Y10S707/99936—Pattern matching access
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99941—Database schema or data structure
- Y10S707/99944—Object-oriented database structure
- Y10S707/99945—Object-oriented database structure processing
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Strategic Management (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- Finance (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Economics (AREA)
- Marketing (AREA)
- Entrepreneurship & Innovation (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Game Theory and Decision Science (AREA)
- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Television Systems (AREA)
- Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US10/014,180 US7533093B2 (en) | 2001-11-13 | 2001-11-13 | Method and apparatus for evaluating the closeness of items in a recommender of such items |
| US10/014,180 | 2001-11-13 | ||
| PCT/IB2002/004413 WO2003042879A2 (en) | 2001-11-13 | 2002-10-22 | Method and apparatus for evaluating the closeness of items in a recommender of such items |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20040053303A KR20040053303A (ko) | 2004-06-23 |
| KR100953394B1 true KR100953394B1 (ko) | 2010-04-20 |
Family
ID=21763980
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020047007222A Expired - Fee Related KR100953394B1 (ko) | 2001-11-13 | 2002-10-22 | 아이템들의 추천기에서 아이템들의 근접도를 평가하기위한 방법 및 장치 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US7533093B2 (https=) |
| EP (1) | EP1449135A1 (https=) |
| JP (1) | JP5258140B2 (https=) |
| KR (1) | KR100953394B1 (https=) |
| CN (1) | CN1585954A (https=) |
| WO (1) | WO2003042879A2 (https=) |
Families Citing this family (45)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US7831930B2 (en) * | 2001-11-20 | 2010-11-09 | Universal Electronics Inc. | System and method for displaying a user interface for a remote control application |
| US8706747B2 (en) | 2000-07-06 | 2014-04-22 | Google Inc. | Systems and methods for searching using queries written in a different character-set and/or language from the target pages |
| WO2004107747A1 (en) * | 2003-05-30 | 2004-12-09 | Koninklijke Philips Electronics N.V. | Transformation of recommender scores depending upon the viewed status of tv shows |
| US20050131837A1 (en) | 2003-12-15 | 2005-06-16 | Sanctis Jeanne D. | Method, system and program product for communicating e-commerce content over-the-air to mobile devices |
| US8370269B2 (en) | 2004-06-02 | 2013-02-05 | Overstock.Com, Inc. | System and methods for electronic commerce using personal and business networks |
| US8972444B2 (en) | 2004-06-25 | 2015-03-03 | Google Inc. | Nonstandard locality-based text entry |
| USD552617S1 (en) | 2005-05-05 | 2007-10-09 | Espeed Inc. | User interface for an electronic trading system for a computer screen |
| US7359913B1 (en) * | 2005-05-13 | 2008-04-15 | Ncr Corp. | K-means clustering using structured query language (SQL) statements and sufficient statistics |
| US8095521B2 (en) * | 2007-03-30 | 2012-01-10 | Amazon Technologies, Inc. | Recommendation system with cluster-based filtering of recommendations |
| US8019766B2 (en) * | 2007-03-30 | 2011-09-13 | Amazon Technologies, Inc. | Processes for calculating item distances and performing item clustering |
| US7743059B2 (en) * | 2007-03-30 | 2010-06-22 | Amazon Technologies, Inc. | Cluster-based management of collections of items |
| US7689457B2 (en) * | 2007-03-30 | 2010-03-30 | Amazon Technologies, Inc. | Cluster-based assessment of user interests |
| US7966225B2 (en) * | 2007-03-30 | 2011-06-21 | Amazon Technologies, Inc. | Method, system, and medium for cluster-based categorization and presentation of item recommendations |
| US9361640B1 (en) | 2007-10-01 | 2016-06-07 | Amazon Technologies, Inc. | Method and system for efficient order placement |
| US7921071B2 (en) * | 2007-11-16 | 2011-04-05 | Amazon Technologies, Inc. | Processes for improving the utility of personalized recommendations generated by a recommendation engine |
| US9747622B1 (en) | 2009-03-24 | 2017-08-29 | Overstock.Com, Inc. | Point-and-shoot product lister |
| US20110035674A1 (en) * | 2009-08-06 | 2011-02-10 | Oracle International Corporation | Recommendations matching a user's interests |
| EP2537335B1 (en) | 2010-02-19 | 2019-01-16 | InterDigital Madison Patent Holdings | Media content spatial navigation |
| JP5445339B2 (ja) * | 2010-06-08 | 2014-03-19 | ソニー株式会社 | コンテンツ推薦装置およびコンテンツ推薦方法 |
| JP5309182B2 (ja) * | 2011-04-26 | 2013-10-09 | 日本電信電話株式会社 | アイテム推薦方法及びアイテム推薦プログラム |
| CN102231158B (zh) * | 2011-06-17 | 2013-01-30 | 中国科学院计算技术研究所 | 一种数据集推荐方法和系统 |
| US10949876B2 (en) | 2012-10-29 | 2021-03-16 | Overstock.Com, Inc. | System and method for management of email marketing campaigns |
| US10915557B2 (en) | 2013-01-31 | 2021-02-09 | Walmart Apollo, Llc | Product classification data transfer and management |
| US11676192B1 (en) | 2013-03-15 | 2023-06-13 | Overstock.Com, Inc. | Localized sort of ranked product recommendations based on predicted user intent |
| US11023947B1 (en) | 2013-03-15 | 2021-06-01 | Overstock.Com, Inc. | Generating product recommendations using a blend of collaborative and content-based data |
| US10810654B1 (en) | 2013-05-06 | 2020-10-20 | Overstock.Com, Inc. | System and method of mapping product attributes between different schemas |
| US10387922B2 (en) | 2013-05-31 | 2019-08-20 | Walmart Apollo, Llc | Predictive item bundling recommendation systems and methods |
| US10929890B2 (en) | 2013-08-15 | 2021-02-23 | Overstock.Com, Inc. | System and method of personalizing online marketing campaigns |
| US10872350B1 (en) | 2013-12-06 | 2020-12-22 | Overstock.Com, Inc. | System and method for optimizing online marketing based upon relative advertisement placement |
| US10601749B1 (en) | 2014-07-11 | 2020-03-24 | Twitter, Inc. | Trends in a messaging platform |
| US10592539B1 (en) | 2014-07-11 | 2020-03-17 | Twitter, Inc. | Trends in a messaging platform |
| US10915543B2 (en) | 2014-11-03 | 2021-02-09 | SavantX, Inc. | Systems and methods for enterprise data search and analysis |
| CN105590234A (zh) * | 2014-12-30 | 2016-05-18 | 中国银联股份有限公司 | 一种向目标用户推荐商品的方法和系统 |
| WO2017173238A1 (en) * | 2016-03-31 | 2017-10-05 | Ebay Inc. | Preference clustering using distance and angular measurement |
| US10534845B2 (en) | 2016-05-11 | 2020-01-14 | Overstock.Com, Inc. | System and method for optimizing electronic document layouts |
| US11681942B2 (en) | 2016-10-27 | 2023-06-20 | Dropbox, Inc. | Providing intelligent file name suggestions |
| US9852377B1 (en) * | 2016-11-10 | 2017-12-26 | Dropbox, Inc. | Providing intelligent storage location suggestions |
| US11328128B2 (en) | 2017-02-28 | 2022-05-10 | SavantX, Inc. | System and method for analysis and navigation of data |
| WO2018160605A1 (en) | 2017-02-28 | 2018-09-07 | SavantX, Inc. | System and method for analysis and navigation of data |
| CN107423262B (zh) * | 2017-08-10 | 2020-10-09 | 四川长虹电器股份有限公司 | 基于第三方数据评估自主推荐算法产出结果的方法 |
| US10826862B1 (en) | 2018-02-27 | 2020-11-03 | Amazon Technologies, Inc. | Generation and transmission of hierarchical notifications to networked devices |
| US11514493B1 (en) | 2019-03-25 | 2022-11-29 | Overstock.Com, Inc. | System and method for conversational commerce online |
| US11205179B1 (en) | 2019-04-26 | 2021-12-21 | Overstock.Com, Inc. | System, method, and program product for recognizing and rejecting fraudulent purchase attempts in e-commerce |
| CN110414932B (zh) * | 2019-07-24 | 2023-04-07 | 中国铁塔股份有限公司 | 一种信息处理方法及通信设备 |
| US11734368B1 (en) | 2019-09-26 | 2023-08-22 | Overstock.Com, Inc. | System and method for creating a consistent personalized web experience across multiple platforms and channels |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2001015449A1 (en) * | 1999-08-20 | 2001-03-01 | Singularis S.A. | Method and apparatus for creating recommendations from users profile built interactively |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6092105A (en) * | 1996-07-12 | 2000-07-18 | Intraware, Inc. | System and method for vending retail software and other sets of information to end users |
| US5983224A (en) | 1997-10-31 | 1999-11-09 | Hitachi America, Ltd. | Method and apparatus for reducing the computational requirements of K-means data clustering |
| US6018738A (en) * | 1998-01-22 | 2000-01-25 | Microsft Corporation | Methods and apparatus for matching entities and for predicting an attribute of an entity based on an attribute frequency value |
| US6115708A (en) | 1998-03-04 | 2000-09-05 | Microsoft Corporation | Method for refining the initial conditions for clustering with applications to small and large database clustering |
| US6064980A (en) * | 1998-03-17 | 2000-05-16 | Amazon.Com, Inc. | System and methods for collaborative recommendations |
| US6012058A (en) | 1998-03-17 | 2000-01-04 | Microsoft Corporation | Scalable system for K-means clustering of large databases |
| US6334127B1 (en) * | 1998-07-17 | 2001-12-25 | Net Perceptions, Inc. | System, method and article of manufacture for making serendipity-weighted recommendations to a user |
| JP3547338B2 (ja) * | 1999-04-06 | 2004-07-28 | 株式会社エヌ・ティ・ティ・データ | 情報検索方法及び装置 |
| JP2001043233A (ja) * | 1999-07-29 | 2001-02-16 | Nec Corp | 推薦情報提供システム及び個人情報記録装置 |
| JP2001306612A (ja) * | 2000-04-26 | 2001-11-02 | Sharp Corp | 情報提供装置、情報提供方法およびその方法を実現するプログラムを記録した機械読取可能な記録媒体 |
| GB2362238A (en) * | 2000-05-12 | 2001-11-14 | Applied Psychology Res Ltd | Automatic text classification |
-
2001
- 2001-11-13 US US10/014,180 patent/US7533093B2/en not_active Expired - Fee Related
-
2002
- 2002-10-22 KR KR1020047007222A patent/KR100953394B1/ko not_active Expired - Fee Related
- 2002-10-22 EP EP02777634A patent/EP1449135A1/en not_active Withdrawn
- 2002-10-22 WO PCT/IB2002/004413 patent/WO2003042879A2/en not_active Ceased
- 2002-10-22 JP JP2003544641A patent/JP5258140B2/ja not_active Expired - Fee Related
- 2002-10-22 CN CNA028224787A patent/CN1585954A/zh active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2001015449A1 (en) * | 1999-08-20 | 2001-03-01 | Singularis S.A. | Method and apparatus for creating recommendations from users profile built interactively |
Non-Patent Citations (1)
| Title |
|---|
| A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features, Scott Cost and Steven Salzberg, Machine Learning(저널), Volume 10, Number 1 / 1993년 1월 * |
Also Published As
| Publication number | Publication date |
|---|---|
| EP1449135A1 (en) | 2004-08-25 |
| US7533093B2 (en) | 2009-05-12 |
| JP5258140B2 (ja) | 2013-08-07 |
| US20030097352A1 (en) | 2003-05-22 |
| CN1585954A (zh) | 2005-02-23 |
| KR20040053303A (ko) | 2004-06-23 |
| WO2003042879A2 (en) | 2003-05-22 |
| JP2005509954A (ja) | 2005-04-14 |
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