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Up Next: Retrieval Methods for Large Scale Related Video Suggestion
Published on Oct 07, 20142560 Views
The explosive growth in sharing and consumption of the video content on the web creates a unique opportunity for scientificc advances in video retrieval, recommendation and discovery. In this paper, w
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UP NEXT Retrieval Methods for Large Scale Related Video Suggestion00:00
Related video suggestion on the web00:15
Current popular approaches00:47
Content-based video suggestion01:59
Main contributions03:01
Video representation03:21
Approach I IR weights - 103:58
Approach I IR weights - 204:40
Approach II Learning topic transitions from user feedback - 105:43
Approach II Learning topic transitions from user feedback - 207:02
Parallel-update optimization07:38
Live experiment08:53
Live experiment metrics summary10:31
Live experiment by video type - 111:29
Live experiment by video type - 211:52
Summary13:13