KR20080091868A - 이용자 선호들 및 환경적인 특징들에 기초한 추천들을 생성하기 위한 방법, 시스템 및 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체 - Google Patents
이용자 선호들 및 환경적인 특징들에 기초한 추천들을 생성하기 위한 방법, 시스템 및 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체 Download PDFInfo
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- KR20080091868A KR20080091868A KR1020087023537A KR20087023537A KR20080091868A KR 20080091868 A KR20080091868 A KR 20080091868A KR 1020087023537 A KR1020087023537 A KR 1020087023537A KR 20087023537 A KR20087023537 A KR 20087023537A KR 20080091868 A KR20080091868 A KR 20080091868A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04H—BROADCAST COMMUNICATION
- H04H60/00—Arrangements for broadcast applications with a direct linking to broadcast information or broadcast space-time; Broadcast-related systems
- H04H60/61—Arrangements for services using the result of monitoring, identification or recognition covered by groups H04H60/29-H04H60/54
- H04H60/65—Arrangements for services using the result of monitoring, identification or recognition covered by groups H04H60/29-H04H60/54 for using the result on users' side
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
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- 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
- H04N21/41—Structure of client; Structure of client peripherals
- H04N21/422—Input-only peripherals, i.e. input devices connected to specially adapted client devices, e.g. global positioning system [GPS]
- H04N21/42202—Input-only peripherals, i.e. input devices connected to specially adapted client devices, e.g. global positioning system [GPS] environmental sensors, e.g. for detecting temperature, luminosity, pressure, earthquakes
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- H—ELECTRICITY
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- 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
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
- H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
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- H—ELECTRICITY
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- 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
- H04N21/4508—Management of client data or end-user data
- H04N21/4524—Management of client data or end-user data involving the geographical location of the client
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- H—ELECTRICITY
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
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- H04N21/4508—Management of client data or end-user data
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- 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
- H04N21/454—Content or additional data filtering, e.g. blocking advertisements
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- H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
- H04N21/4662—Learning process for intelligent management, e.g. learning user preferences for recommending movies characterized by learning algorithms
- H04N21/4665—Learning process for intelligent management, e.g. learning user preferences for recommending movies characterized by learning algorithms involving classification methods, e.g. Decision trees
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- H—ELECTRICITY
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
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- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/475—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data
- H04N21/4755—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data for defining user preferences, e.g. favourite actors or genre
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- H—ELECTRICITY
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- H04N21/81—Monomedia components thereof
- H04N21/8106—Monomedia components thereof involving special audio data, e.g. different tracks for different languages
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/16—Analogue secrecy systems; Analogue subscription systems
- H04N7/162—Authorising the user terminal, e.g. by paying; Registering the use of a subscription channel, e.g. billing
- H04N7/163—Authorising the user terminal, e.g. by paying; Registering the use of a subscription channel, e.g. billing by receiver means only
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04H—BROADCAST COMMUNICATION
- H04H60/00—Arrangements for broadcast applications with a direct linking to broadcast information or broadcast space-time; Broadcast-related systems
- H04H60/35—Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users
- H04H60/38—Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying broadcast time or space
- H04H60/40—Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying broadcast time or space for identifying broadcast time
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04H—BROADCAST COMMUNICATION
- H04H60/00—Arrangements for broadcast applications with a direct linking to broadcast information or broadcast space-time; Broadcast-related systems
- H04H60/35—Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users
- H04H60/49—Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying locations
- H04H60/51—Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying locations of receiving stations
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Abstract
Description
Claims (11)
- 이용자에게 아이템(205, 210, 220)을 추천하기 위한 방법에 있어서,하나 이상의 환경적인 조건들(environmental conditions)(345) 하에서 상기 이용자의 선호들을 관찰하는 단계와,상기 아이템(205, 210, 220)의 특성들과 상기 하나 이상의 환경적인 조건들(345) 하에서 상기 이용자의 상기 관찰된 선호들에 기초한 상기 아이템(205, 210, 220)에 대한 추천 스코어를 생성하는 단계를 포함하고,상기 하나 이상의 환경적인 조건들(345)은 위치, 위치의 하나 이상의 특징들, 또는 날씨 조건 또는 상기 이용자의 이동(motion)의 특징인, 아이템 추천 방법.
- 제 1 항에 있어서, 주어진 시간 동안 하나 이상의 환경적인 특징들을 특징 짓는 정보를 얻는 단계를 더 포함하여, 상기 추천 스코어는 상기 주어진 시간 동안 상기 하나 이상의 환경적인 특징들에 또한 기초하는, 아이템 추천 방법.
- 제 1 항에 있어서, 상기 아이템(205, 210, 220)은 라디오국, 제품 또는 컨텐트인, 아이템 추천 방법.
- 제 1 항에 있어서, 상기 하나 이상의 환경적인 조건들(345) 하에서 상기 이 용자의 상기 관찰된 선호들은 프로파일(360)에 기록되는, 아이템 추천 방법.
- 제 4 항에 있어서, 상기 하나 이상의 환경적인 조건들(345) 하에서 상기 이용자의 상기 관찰된 선호들은 결정 트리 추천기(decision tree recommender)에 의한 룰들의 세트로서 프로파일(360)에 기록되는, 아이템 추천 방법.
- 이용자에게 아이템(205, 210, 220)을 추천하기 위한 시스템에 있어서,컴퓨터 판독가능한 코드를 저장하기 위한 메모리(110)와,상기 메모리(110)에 동작하도록 연결된 프로세서(120)로서:하나 이상의 환경적인 조건들(345) 하에서 상기 이용자의 선호들을 관찰하고;상기 아이템(205, 210, 220)의 특성들 및 상기 하나 이상의 환경적인 조건들(345) 하에서 상기 이용자의 상기 관찰된 선호들에 기초한 상기 아이템(205, 210, 220)에 대한 추천 스코어를 생성하도록 구성되는 상기 프로세서(120)를 포함하고,상기 하나 이상의 환경적인 조건들(345)은 위치, 위치의 하나 이상의 특징들, 날씨 조건, 또는 상기 이용자의 이동의 특징인, 아이템 추천 시스템.
- 제 6 항에 있어서, 상기 프로세서는 주어진 시간 동안 하나 이상의 환경적인 특징들을 특징 짓는 정보를 얻기 위하여 또한 구성되고, 상기 추천 스코어는 상기 주어진 시간 동안 상기 하나 이상의 환경적인 특징들에 또한 기초하는, 아이템 추천 시스템.
- 제 6 항에 있어서, 상기 아이템(205, 210, 220)은 라디오국, 제품 또는 컨텐트인, 아이템 추천 시스템.
- 제 6 항에 있어서, 상기 하나 이상의 환경적인 조건들(345) 하에서 상기 이용자의 상기 관찰된 선호들은 프로파일(360)에 기록되는, 아이템 추천 시스템.
- 제 9 항에 있어서, 상기 하나 이상의 환경적인 조건들(345) 하에서 상기 이용자의 상기 관찰된 선호들은 결정 트리 추천기에 의한 룰들의 세트로서 프로파일(360)에 기록되는, 아이템 추천 시스템.
- 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체에 있어서, 상기 컴퓨터 프로그램은 상기 컴퓨터 프로그램을 실행할 때 프로그램가능한 장치로 하여금 제 6 항 내지 제 10 항 중 어느 한 항에 정의된 시스템으로서 기능하도록 인에이블링하는, 컴퓨터 판독 가능한 저장 매체.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
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US09/825,328 US7412202B2 (en) | 2001-04-03 | 2001-04-03 | Method and apparatus for generating recommendations based on user preferences and environmental characteristics |
US09/825,328 | 2001-04-03 | ||
PCT/IB2002/001172 WO2002082816A2 (en) | 2001-04-03 | 2002-04-02 | Method and apparatus for generating recommendations based on user preferences and environmental characteristics |
Related Parent Applications (1)
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KR1020027016485A Division KR100927973B1 (ko) | 2001-04-03 | 2002-04-02 | 이용자 선호들 및 환경적인 특징들에 기초한 추천들을 생성하기 위한 방법, 시스템 및 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체 |
Publications (2)
Publication Number | Publication Date |
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KR20080091868A true KR20080091868A (ko) | 2008-10-14 |
KR100927355B1 KR100927355B1 (ko) | 2009-11-19 |
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Application Number | Title | Priority Date | Filing Date |
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KR1020027016485A KR100927973B1 (ko) | 2001-04-03 | 2002-04-02 | 이용자 선호들 및 환경적인 특징들에 기초한 추천들을 생성하기 위한 방법, 시스템 및 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체 |
KR1020087023537A KR100927355B1 (ko) | 2001-04-03 | 2002-04-02 | 이용자 선호들 및 환경적인 특징들에 기초한 추천들을 생성하기 위한 방법, 시스템 및 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체 |
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KR1020027016485A KR100927973B1 (ko) | 2001-04-03 | 2002-04-02 | 이용자 선호들 및 환경적인 특징들에 기초한 추천들을 생성하기 위한 방법, 시스템 및 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 저장 매체 |
Country Status (6)
Country | Link |
---|---|
US (1) | US7412202B2 (ko) |
EP (1) | EP1378122A2 (ko) |
JP (1) | JP4746820B2 (ko) |
KR (2) | KR100927973B1 (ko) |
CN (1) | CN1316826C (ko) |
WO (1) | WO2002082816A2 (ko) |
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KR100927973B1 (ko) | 2009-11-24 |
EP1378122A2 (en) | 2004-01-07 |
KR100927355B1 (ko) | 2009-11-19 |
CN1460373A (zh) | 2003-12-03 |
WO2002082816A3 (en) | 2003-04-17 |
JP4746820B2 (ja) | 2011-08-10 |
JP2004536488A (ja) | 2004-12-02 |
WO2002082816A2 (en) | 2002-10-17 |
KR20030019413A (ko) | 2003-03-06 |
CN1316826C (zh) | 2007-05-16 |
US20020142722A1 (en) | 2002-10-03 |
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