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Web-Scale Multimedia Analysis: Does Content Matter?
April-June 2011 (vol. 18 no. 2)
pp. 12-15
Malcolm Slaney, Yahoo! Research and Stanford Center for Computer Research in Music and Acoustics

Editor's Note

This is my first column as editor of the Visions and Views column. I hope that with this column I can bring you ideas that are new and interesting. I want to open a dialog about issues that are important to our field, and could change the direction of our work. I don't intend to write most of the columns, and I am soliciting ideas. Please send me your suggestions, either for issues you would like to discuss, or nominate a colleague who has new and interesting ideas that deserve broader attention.

Malcolm Slaney

1. M. Slaney and W. White, "Similarity Based on Rating Data," Proc. Int'l Soc. Music-Information Retrieval, Int'l Soc. Music-Information Retrieval, 2007.
2. G. Tzanetakis, G. Essl, and P. Cook, "Automatic Musical Genre Classification of Audio Signals," Proc. Int'l Symp. Audio Information Retrieval (ISMIR), Int'l Soc. Music-Information Retrieval, 2001.
3. Y. Koren, The BellKor Solution to the Netflix Grand Prize, 2009; http://www.netflixprize.com/assetsGrandPrize2009_BPC_BellKor.pdf .
4. J. Abernethy, O. Chapelle, and C. Castillo, "Graph Regularization Methods for Web-Spam Detection," Machine Learning J., vol. 81, no. 2, 2010, pp. 207-225.
5. D.K. Mahajan and M. Slaney, "Image Classification Using the Web Graph," Proc. Int'l Conf. Multimedia, ACM Press, 2010, pp. 991-994.

Index Terms:
content analysis, metadata, similarity, recommendations, multimedia and graphics, Visions and Views
Citation:
Malcolm Slaney, "Web-Scale Multimedia Analysis: Does Content Matter?," IEEE Multimedia, vol. 18, no. 2, pp. 12-15, April-June 2011, doi:10.1109/MMUL.2011.34
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