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The main objectives for this Action are summarized under two main research topics, namely semantic learning and inference on the one hand, and multimodal based retrieval mechanisms on the other hand. These objectives are being achieved according to the work plan of the Action. The work plan consists of an open and flexible framework, comprising seven interrelated and concurrent Working Groups (WG).