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In this paper, we present an approach to detect social events in collaboratively annotated photo collections as part of the MediaEval Benchmark. We combine various information from tagged photos with external data sources to train a classification model. Experiments based on the MediaEval Social Event Detection Dataset demonstrate the effectiveness of our approach.doi:10.1145/2324796.2324823 dblp:conf/mir/BrennerI12 fatcat:f6ma3btbqrdgljngahmhpbqlxa