ACM Multimedia 2010 International Conference

Music Recommendation by Unified Hypergraph: Combining Social Information and Music Content

author: Shulong Tan, College of Computer Science, Zhejiang University
published: Feb. 1, 2011, recorded: October 2010, views: 701

Slides

Slides
0:00	Music Recommendation by Unified Hypergraph: Combining Social Media Information and Music Content
1:10	Multi-type Media Fusion
2:36	Outlines
2:42	Music Recommendation
3:03	Traditional Music Recommendation
3:25	Social Media Information in Last.fm
3:46	Social Media Information
4:02	How About Graph Model?
4:41	Unified Hypergraph Model - 1
5:27	Unified Hypergraph Model - 2
5:48	Unified Hypergraph Construction
6:11	Hyperedges Construction Details - 1
6:18	Hyperedges Construction Details - 2
6:19	Hyperedges Construction Details - 3
6:21	Hyperedges Construction Details - 4
6:23	Hyperedges Construction Details - 5
6:25	Hyperedges Construction Details - 6
6:29	Hyperedges Construction Details - 7
6:33	Ranking on Unified Hypergraph - 1
6:38	Ranking on Unified Hypergraph - 2
6:40	Ranking on Unified Hypergraph - 3
6:49	Notation
6:52	The Regularization Framework
7:02	General Ranking Framework - 1
7:11	General Ranking Framework - 2
7:14	General Ranking Framework - 3
7:16	Personalized Tag Recommendation
7:22	Compared Algorithms
8:36	Performance Comparison
8:51	Precision-Recall Curves - 1
9:08	Precision-Recall Curves - 2
9:17	Precision-Recall Curves - 3
9:34	Precision-Recall Curves - 4
9:53	Precision-Recall Curves - 5
10:05	Conclusion
10:30	Thank you

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