CN111385659B - 一种视频推荐方法、装置、设备及存储介质 - Google Patents

一种视频推荐方法、装置、设备及存储介质 Download PDF

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Publication number
CN111385659B
CN111385659B CN201811640356.6A CN201811640356A CN111385659B CN 111385659 B CN111385659 B CN 111385659B CN 201811640356 A CN201811640356 A CN 201811640356A CN 111385659 B CN111385659 B CN 111385659B
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China
Prior art keywords
video
historical
recommended
classification
recommendation model
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CN201811640356.6A
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Chinese (zh)
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CN111385659A (zh
Inventor
刘运
刘文奇
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Bigo Technology Pte Ltd
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Guangzhou Baiguoyuan Information Technology Co Ltd
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Priority to CN201811640356.6A priority Critical patent/CN111385659B/zh
Priority to PCT/CN2019/124582 priority patent/WO2020135054A1/fr
Publication of CN111385659A publication Critical patent/CN111385659A/zh
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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
    • H04N21/45—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
    • 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
    • H04N21/45—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
    • H04N21/4662—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
    • 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

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
CN201811640356.6A 2018-12-29 2018-12-29 一种视频推荐方法、装置、设备及存储介质 Active CN111385659B (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201811640356.6A CN111385659B (zh) 2018-12-29 2018-12-29 一种视频推荐方法、装置、设备及存储介质
PCT/CN2019/124582 WO2020135054A1 (fr) 2018-12-29 2019-12-11 Procédé, dispositif et appareil de recommandation de vidéos et support de stockage

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811640356.6A CN111385659B (zh) 2018-12-29 2018-12-29 一种视频推荐方法、装置、设备及存储介质

Publications (2)

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CN111385659A CN111385659A (zh) 2020-07-07
CN111385659B true CN111385659B (zh) 2021-08-17

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CN (1) CN111385659B (fr)
WO (1) WO2020135054A1 (fr)

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* Cited by examiner, † Cited by third party
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CN112016613B (zh) * 2020-08-26 2024-08-13 广州市百果园信息技术有限公司 视频内容分类模型的训练方法、装置、计算机设备及介质
CN112364202B (zh) * 2020-11-06 2023-11-14 上海众源网络有限公司 视频推荐方法、装置及电子设备
CN114401310B (zh) * 2021-12-31 2024-05-31 苏州市瑞川尔自动化设备有限公司 可视化云业务数据优化方法及服务器

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CN101112092A (zh) * 2005-05-09 2008-01-23 皇家飞利浦电子股份有限公司 推荐器中的辅助用户控制
CN101834837A (zh) * 2009-12-18 2010-09-15 北京邮电大学 基于宽带网络的旅游景区景点在线景观视频主动信息服务系统
KR101169170B1 (ko) * 2010-11-09 2012-07-30 경희대학교 산학협력단 시간에 따라 변화하는 사용자 선호도를 고려한 컨텐츠 추천 방법
CN102651033B (zh) * 2012-04-09 2016-04-27 百度在线网络技术（北京）有限公司 一种在线资源的推荐方法和装置
US20140215506A1 (en) * 2013-01-25 2014-07-31 Mobitv, Inc. Time context weighted content recommendation
US9535897B2 (en) * 2013-12-20 2017-01-03 Google Inc. Content recommendation system using a neural network language model
CN103838835B (zh) * 2014-02-25 2017-11-21 中国科学院自动化研究所 一种网络敏感视频检测方法
CN104065981A (zh) * 2014-06-20 2014-09-24 海信集团有限公司 一种视频推荐方法和装置
US10460247B2 (en) * 2015-12-08 2019-10-29 Adobe Inc. Attribute weighting for media content-based recommendation
CN105512331B (zh) * 2015-12-28 2019-03-26 海信集团有限公司 一种视频推荐方法及装置
CN107451148A (zh) * 2016-05-31 2017-12-08 北京金山安全软件有限公司 一种视频分类方法、装置及电子设备
CN106294783A (zh) * 2016-08-12 2017-01-04 乐视控股（北京）有限公司 一种视频推荐方法及装置
KR102012676B1 (ko) * 2016-10-19 2019-08-21 삼성에스디에스 주식회사 콘텐츠 추천 방법, 장치 및 시스템
CN106407477A (zh) * 2016-11-22 2017-02-15 深圳市互联在线云计算股份有限公司 一种多维互联推荐方法及系统
JP2018116515A (ja) * 2017-01-19 2018-07-26 株式会社日立製作所 制御装置
CN107194419A (zh) * 2017-05-10 2017-09-22 百度在线网络技术（北京）有限公司 视频分类方法及装置、计算机设备与可读介质
CN107515909B (zh) * 2017-08-11 2020-05-19 深圳市云网拜特科技有限公司 一种视频推荐方法及系统
CN107562875A (zh) * 2017-08-31 2018-01-09 北京麒麟合盛网络技术有限公司 一种模型的更新方法、装置及系统
CN107846629B (zh) * 2017-10-11 2021-01-26 五八有限公司 向用户推荐视频的方法、装置和服务器
CN107563455A (zh) * 2017-10-18 2018-01-09 百度在线网络技术（北京）有限公司 用于获取信息的方法及装置
CN107743249A (zh) * 2017-11-27 2018-02-27 四川长虹电器股份有限公司 一种基于模型融合的ctr预估方法
CN108243357A (zh) * 2018-01-25 2018-07-03 北京搜狐新媒体信息技术有限公司 一种视频推荐方法及装置
CN108228911A (zh) * 2018-02-11 2018-06-29 北京搜狐新媒体信息技术有限公司 一种相似视频的计算方法及装置
CN108647293B (zh) * 2018-05-07 2022-02-01 广州虎牙信息科技有限公司 视频推荐方法、装置、存储介质和服务器
CN109104620B (zh) * 2018-07-26 2020-05-19 腾讯科技（深圳）有限公司 一种短视频推荐方法、装置和可读介质

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CN111385659A (zh) 2020-07-07

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Patentee before: GUANGZHOU BAIGUOYUAN INFORMATION TECHNOLOGY Co.,Ltd.