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Following the 1st edition of the workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP) at last year’s UMAP in Halifax, NS, Canada, we are happy to announce the 2nd SOAP to be taking place in conjunction with UMAP 2017 in Bratislava, Slovakia.