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Designing user interfaces for broad user populations often means average user interfaces that do not take individual differences into consideration. The PROSKIN project is researching whether subsets of users can be identified and grouped by distinguishing interactive behaviours so that a more personally optimised interaction can be designed. This paper discusses the design and development of a research environment to support this research.