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Clairvoyant: An early prediction system for video hits

  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Our slogan for the proposed Clairvoyant system is "with several clicks, the future is in your hand, the plan comes into your mind". Clairvoyant is to predict the future of new videos with only few data. The core function in the system is the novel shifted shape match prediction algorithm, based on a K-Nearest Neighbor model. Tons of experiments have been conducted on the open data sets. The experimental results confirm that the proposed SSMP algorithm is promising and outperforms the baselines with significant improvements on various evaluation methods. A demonstration video has been published at http://1drv.ms/1nyH3hD.

源语言英语
主期刊名CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management
出版商Association for Computing Machinery
2054-2056
页数3
ISBN(电子版)9781450325981
DOI
出版状态已出版 - 3 11月 2014
活动23rd ACM International Conference on Information and Knowledge Management, CIKM 2014 - Shanghai, 中国
期限: 3 11月 20147 11月 2014

丛书

姓名CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management

会议

会议23rd ACM International Conference on Information and Knowledge Management, CIKM 2014
国家/地区中国
Shanghai
时期3/11/147/11/14

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