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This paper discusses our plans to improve an already implemented multimodal dialogue system for control of house appliances, called Mayordomo. We think that by means of the planned improvements, the dialogue system will become more user-adaptive and thus the interaction will be more user-friendly. The adaptation will be implemented considering information not taken into account in the initial version of the system, namely user localization and identification. The paper discusses our current study on methods to achieve this kind of information, as well as our plans to employ user profiles.
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