Ranking algorithms for implicit feedback


Pasupa, Kitsuchart, Saunders, Craig, Szedmak, Sandor, Gunn, Steve, Hardoon, David, Klami, Arto, Kaski, Samuel, Leung, Alex and Auer, Peter (2009) Ranking algorithms for implicit feedback.

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Description/Abstract

This report presents novel algorithms to use eye movements as an implicit relevance feedback in order to improve the performance of the searches. The algorithms are evaluated on "Transport Rank Five" Dataset which were previously collected in Task 8.3. We demonstrated that simple linear combination or tensor product of eye movement and image features can improve the retrieval accuracy.

Item Type: Monograph (Technical Report)
Related URLs:
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Electronic & Software Systems
ePrint ID: 268376
Date Deposited: 13 Jan 2010 09:25
Last Modified: 27 Mar 2014 20:14
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/268376

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