Pasupa, K., Saunders, C., Szedmak, S., Gunn, S., Hardoon, D., Klami, A., Kaski, S., Leung, A. and Auer, P. (2009) Ranking algorithms for implicit feedback. Technical Report D5.1, University of Southampton, PinView.
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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.
| Creators: | Kitsuchart Pasupa, Craig Saunders, Sandor Szedmak, Steve Gunn, David Hardoon, Arto Klami, Samuel Kaski, Alex Leung, Peter Auer |
|---|---|
| Item Type: | Technical Report |
| Research Group: | Information - Signals, Images, Systems |
| Deposited On: | 13 Jan 2010 09:25 by Pasupa, Kitsuchart |
| Alternative Locations: | http://www.pinview.eu/files/pinview-d5-1-final.pdf |
| ID Code: | 18376 |
| Last Modified: | 18 Feb 2010 16:27 |
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