An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Real-time news recommender system
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
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This paper presents an experimental study on predicting demographics for the users of a large news publishing web site. Each user is described by the articles he/she has read. The study looks at the effect of features used for article representations, such as text, automatic annotations and manually annotations on the prediction performance. It is show how different demographic dimensions depend on different combination of automatic and / or manual annotations.