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Photo-sharing websites such as Flickr and Panoramio contain millions of geotagged images contributed by people from all over the world. Characteristics of these data pose new challenges in the domain of spatio-temporal analysis. In this paper, we define several different tasks related to analysis of attractive places, points of interest and comparison of behavioral patterns of different user communities on geotagged photo data. We perform analysis and comparison of temporal events, rankings ofdoi:10.1109/iv.2010.94 dblp:conf/iv/KisilevichKKAA10 fatcat:6lpmgngle5g7ncvn445bnqsy3y