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I highly recommend a new paper by Cockburn et al. "Supporting Novice to Expert Transitions in User Interfaces" ACM Computing Surveys, Vol. 47, No. 2, Article 31, Publication date: November 2014. It reviews a lot of research in four areas of novice-expert transition: "(1) Intramodal improvement concerns the rapidity and magnitude of performance ...

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