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We describe an online application that allows users to provide similarity judgements whilst browsing a collection of 60,000 photographs. One immediate goal is to modify the initial browsing structure in response to the feedback. We thus suggest a long-term relevance feedback technique that integrates user information over multiple sessions. The principal role of the system, however, is that of a tool for acquiring a rich dataset of similarity relationships between images which we plan to makedoi:10.1145/1291233.1291372 dblp:conf/mm/YavlinskyH07 fatcat:sobun7vlg5cybjn324fbgrh7nm