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[ACM Press the third workshop - Toronto, ON, Canada (2010.10.30-2010.10.30)] Proceedings of the third workshop on Exploiting semantic annotations in information retrieval - ESAIR '10 - Application of semantic annotations to predicting users' demographics

✍ Scribed by Fortuna, Blaž; Mladenić, Dunja; Grobelnik, Marko

Book ID: 121383141
Publisher: ACM Press
Year: 2010
Weight: 416 KB
Category: Article
ISBN: 1450303722
DOI: 10.1145/1871962.1871977

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✦ Synopsis

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.

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