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Issue No.01 - January/February (2010 vol.25)
pp: 16-26
Ja-Hwung Su , National Cheng Kung University, Taiwan
Hsin-Ho Yeh , National Cheng Kung University, Taiwan
Philip S. Yu , University of Illinois at Chicago
Vincent S. Tseng , National Cheng Kung University, Taiwan
<p>To offer music recommendations that suit the listener and the situation, uMender mines context information and musical content and then considers relevant user ratings.</p>
music recommendation, data mining, multimedia databases, ubiquitous computing, information search and retrieval
Ja-Hwung Su, Hsin-Ho Yeh, Philip S. Yu, Vincent S. Tseng, "Music Recommendation Using Content and Context Information Mining", IEEE Intelligent Systems, vol.25, no. 1, pp. 16-26, January/February 2010, doi:10.1109/MIS.2010.23
1. G. Reynolds et al., "Interacting with Large Music Collections: Towards the Use of Environmental Metadata," Proc. IEEE Int'l Conf. Multimedia and Expo, IEEE Press, 2008, pp. 989–992.
2. J.J. Aucouturier, F. Pachet, and M. Sandler, "'The Way It Sounds': Timbre Models for Analysis and Retrieval of Music Signals," IEEE Trans. Multimedia, vol. 7, no. 6, 2005, pp. 1028–1035.
3. Y. Jiao et al., "MDCT-Based Perceptual Hashing for Compressed Audio Content Identification," Proc. IEEE 9th Workshop Multimedia Signal Processing (MMSP 07), IEEE Press, 2007, pp. 381–384.
4. R. Agrawal, T. Imielinski, and A.N. Swami, "Mining Association Rules between Sets of Items in Large Databases," Proc. ACM SIGMOD Int'l Conf. Management of Data, ACM Press, 1993, pp. 207–216.
5. R. Burke, "Hybrid Recommender Systems: Survey and Experiments," User Modeling and User-Adapted Interaction, vol. 12, no. 4, 2002, pp. 331–370.
6. B.M. Sarwar et al., "Item-Based Collaborative Filtering Recommendation Algorithms," Proc. 10th Int'l Conf. World Wide Web (WWW 01), ACM Press, 2001, pp. 285–295.
7. J. Wang, A.P. de Vries, and M.J.T. Reinders, "Unifying User-Based and Item-Based Collaborative Filtering Approaches by Similarity Fusion," Proc. 29th Ann. Int'l ACM SIGIR Conf. Research and Development in Information Retrieval (SIGIR 06), ACM Press, 2006, pp. 501–508.
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