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This is a summary of the workshop on Data Mining Standards, Services and Platforms, which was held at KDD 2004. The Workshop contained talks on the Predictive Model Markup Language (PMML) and the Java standard for data mining JSR-73. It also contained talks on emerging service-based architectures for data mining. Finally, infrastructures for privacy preserving data mining were also discussed.