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) |
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| Related URLs: | |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Electronic & Software Systems |
| Item ID: | 268376 |
| Date Deposited: | 13 Jan 2010 09:25 |
| Last Modified: | 02 Mar 2012 13:43 |
| Contributors: | Pasupa, Kitsuchart (Author) Saunders, Craig (Author) Szedmak, Sandor (Author) Gunn, Steve (Author) Hardoon, David (Author) Klami, Arto (Author) Kaski, Samuel (Author) Leung, Alex (Author) Auer, Peter (Author) |
| Date: | 29 December 2009 |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/268376 |
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