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The application of user log for online business environment using content-based Image retrieval system

Chung, K.P., Chong, S., Fung, C.C.ORCID: 0000-0001-5182-3558 and Li, J.B. (2006) The application of user log for online business environment using content-based Image retrieval system. In: IEEE International Conference on e-Business Engineering, 2006. ICEBE '06., 24-26 Oct. 2006, Shanghai pp. 271-278.

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Over the past few years, inter-query learning has gained much attention in the research and development of content-based image retrieval (CBIR) systems. This is largely due to the capability of inter-query approach to enable learning from the retrieval patterns of previous query sessions. However, much of the research works in this field have been focusing on analyzing image retrieval patterns stored in the database. This is not suitable for a dynamic environment such as the World Wide Web (WWW) where images are constantly added or removed. A better alternative is to use an image's visual features to capture the knowledge gained from the previous query sessions. Based on the previous work (Chung et al., 2006), the aim of this paper is to propose a framework of inter-query learning for the WWW-CBIR systems. Such framework can be extremely useful for those online companies whose core business involves providing multimedia content-based services and products to their customers.

Item Type: Conference Paper
Murdoch Affiliation: School of Information Technology
Publisher: IEEE
Copyright: (c) 2006 IEEE.
Notes: Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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