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In this contribution, we will report on the experience gained in building large-scale research prototypes of fully integrated multimodal dialogue systems in the context of the SmartKom project. The development of such systems requires a flexible software architecture and adequate software support to cope with the challenge of system integration. A practical result of our experimental work is an advanced integration platform that enables flexible re-use and extension of existing software modulesdoi:10.1007/3-540-36678-4_28 dblp:series/cogtech/HerzogN06 fatcat:emdfnfzclnesvd72yeumclkode