LGA: latent genre aware micro-video recommendation on social media
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DOI: 10.1007/s11042-017-4827-2
Abstract: Social media has evolved into one of the most important channels to share micro-videos nowadays. The sheer volume of micro-videos available in social networks often undermines users’ capability to choose the micro-videos that best fit… read more here.
Keywords: social media; video; recommendation; video recommendation ... See more keywords
JointRec: A Deep-Learning-Based Joint Cloud Video Recommendation Framework for Mobile IoT
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DOI: 10.1109/jiot.2019.2944889
Abstract: In the era of Internet of Things (IoT), watching videos on mobile devices has been a popular application in our daily life. How to recommend videos to users is one of the most concerned problem… read more here.
Keywords: video; jointrec deep; learning based; video recommendation ... See more keywords
Personalized Video Recommendation Using Rich Contents from Videos
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DOI: 10.1109/tkde.2018.2885520
Abstract: Video recommendation has become an essential way of helping people explore the massive videos and discover the ones that may be of interest to them. In the existing video recommender systems, the models make the… read more here.
Keywords: video; content features; video recommendation; personalized video ... See more keywords
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation
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DOI: 10.1109/tmm.2021.3059508
Abstract: Micro-video recommendation has attracted extensive research attention with the increasing popularity of micro-video sharing platforms. Traditional approaches consider micro-video recommendation as a matching task and ignore the rich relationships among users and micro-videos from various… read more here.
Keywords: feature aggregation; video; micro video; video recommendation ... See more keywords