发明名称 |
AUTOMATICALLY RECOMMENDING CONTENT |
摘要 |
Techniques are provided for selecting which videos to recommend to users by predicting the degree to which recommending each video will satisfy certain goals. To make the predictions, a trained machine learning engine is fed both collaborative filtering parameter values and content-based filtering parameter values. In the case of video-to-video recommendations, the collaborative filtering parameter values may be based on a video pair that includes a video in which a user has already demonstrated an interest. The machine learning engine generates a machine-learning score for each video. The machine learning scores are used as the basis for selecting which videos to recommend to a particular user. |
申请公布号 |
CA2865079(C) |
申请公布日期 |
2017.02.28 |
申请号 |
CA20132865079 |
申请日期 |
2013.02.21 |
申请人 |
OOYALA, INC. |
发明人 |
XU, ZHICHEN;ABU-EL-HAIJA, SAMI;HUANG, LEI;HOOFIEN, NIMROD |
分类号 |
H04N21/25;H04N21/45 |
主分类号 |
H04N21/25 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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