KR101624246B1 - 콘텐츠 자동 추천 - Google Patents

콘텐츠 자동 추천 Download PDF

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KR101624246B1
KR101624246B1 KR1020147026127A KR20147026127A KR101624246B1 KR 101624246 B1 KR101624246 B1 KR 101624246B1 KR 1020147026127 A KR1020147026127 A KR 1020147026127A KR 20147026127 A KR20147026127 A KR 20147026127A KR 101624246 B1 KR101624246 B1 KR 101624246B1
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video
score
user
metric
pair
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KR20140135207A (ko
Inventor
지첸 수
사미 아부-엘-하이자
레이 후앙
님로드 후피엔
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우얄라, 인크.
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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]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
    • 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
    • H04N21/4668—Learning process for intelligent management, e.g. learning user preferences for recommending movies for recommending content, e.g. movies
    • 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]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
    • H04N21/251—Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • 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
    • H04N21/43—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
    • H04N21/44204—Monitoring of content usage, e.g. the number of times a movie has been viewed, copied or the amount which has been watched
    • 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
    • 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
    • H04N21/4508—Management of client data or end-user data
    • H04N21/4532—Management of client data or end-user data involving end-user characteristics, e.g. viewer profile, preferences
    • 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
    • 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
    • H04N21/4667—Processing of monitored end-user data, e.g. trend analysis based on the log file of viewer selections
    • 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
    • H04N21/47—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
    • 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
    • H04N21/47—End-user applications
    • H04N21/482—End-user interface for programme selection
    • H04N21/4826—End-user interface for programme selection using recommendation lists, e.g. of programmes or channels sorted out according to their score

Landscapes

  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Software Systems (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020147026127A 2012-02-21 2013-02-21 콘텐츠 자동 추천 Active KR101624246B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/401,098 US8260117B1 (en) 2011-07-26 2012-02-21 Automatically recommending content
US13/401,098 2012-02-21
PCT/US2013/027162 WO2013126589A1 (en) 2012-02-21 2013-02-21 Automatically recommending content

Related Child Applications (1)

Application Number Title Priority Date Filing Date
KR1020167013256A Division KR101941757B1 (ko) 2012-02-21 2013-02-21 콘텐츠 자동 추천

Publications (2)

Publication Number Publication Date
KR20140135207A KR20140135207A (ko) 2014-11-25
KR101624246B1 true KR101624246B1 (ko) 2016-05-25

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KR1020147026127A Active KR101624246B1 (ko) 2012-02-21 2013-02-21 콘텐츠 자동 추천
KR1020167013256A Active KR101941757B1 (ko) 2012-02-21 2013-02-21 콘텐츠 자동 추천

Family Applications After (1)

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EP (1) EP2817970B1 (enExample)
JP (2) JP5926823B2 (enExample)
KR (2) KR101624246B1 (enExample)
CN (2) CN104247441B (enExample)
AU (2) AU2013222416B2 (enExample)
BR (1) BR112014020459B1 (enExample)
CA (1) CA2865079C (enExample)
CO (1) CO7071100A2 (enExample)
IN (1) IN2014DN07244A (enExample)
MX (1) MX353434B (enExample)
SG (2) SG11201405084SA (enExample)
WO (1) WO2013126589A1 (enExample)

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KR20210124709A (ko) * 2020-04-07 2021-10-15 주식회사 엘지유플러스 심층 학습에 기반한 실시간 프로그램 추천 방법 및 장치
KR20210136432A (ko) * 2020-05-07 2021-11-17 주식회사 엘지유플러스 심층 학습에 기반한 추천 컨텐츠의 자동 재생 여부 판단 방법 및 장치
KR20220033943A (ko) * 2020-09-10 2022-03-17 주식회사 엘지유플러스 Vod 컨텐츠 추천 방법 및 장치

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CN109168044B (zh) * 2018-10-11 2021-07-23 北京奇艺世纪科技有限公司 一种视频特征的确定方法及装置
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KR20210124709A (ko) * 2020-04-07 2021-10-15 주식회사 엘지유플러스 심층 학습에 기반한 실시간 프로그램 추천 방법 및 장치
KR102357360B1 (ko) * 2020-04-07 2022-01-27 주식회사 엘지유플러스 심층 학습에 기반한 실시간 프로그램 추천 방법 및 장치
KR20210136432A (ko) * 2020-05-07 2021-11-17 주식회사 엘지유플러스 심층 학습에 기반한 추천 컨텐츠의 자동 재생 여부 판단 방법 및 장치
KR102361593B1 (ko) * 2020-05-07 2022-02-09 주식회사 엘지유플러스 심층 학습에 기반한 추천 컨텐츠의 자동 재생 여부 판단 방법 및 장치
KR20220033943A (ko) * 2020-09-10 2022-03-17 주식회사 엘지유플러스 Vod 컨텐츠 추천 방법 및 장치
KR102391644B1 (ko) 2020-09-10 2022-04-27 주식회사 엘지유플러스 Vod 컨텐츠 추천 방법 및 장치

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