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Abstract: We study a new task, proactive information retrieval by combining implicit relevance feedback and collaborative filtering. We have constructed a controlled experimental setting, a prototype application, in which the users try to find interesting scientific articles by browsing their titles. Implicit feedback is inferred from eye movement signals, with discriminative hidden Markov models estimated from existing data in which explicit relevance feedback is available. Collaborative filtering is... (Update)
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BibTeX entry: (Update)
@misc{ ki-combining,
author = "Kai Puolamäki and Jarkko Salojärvi and et al.",
title = "Combining Eye Movements and Collaborative Filtering for Proactive Information
Retrieval",
url = "citeseer.ist.psu.edu/723722.html" }
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