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This paper presents a systematic mapping study on Intelligent (IUI) and Adaptive (AUI) user interfaces to (i) get an overview of existing research topics and authors, (ii) identify publication trends, (iii) uncover potential gaps in research and (iv) observe the use of terms in academia. Terms AUI and IUI are used concurrently in papers; 30% of observed AUIs include some form of artificial intelligence. The focus for both is in solution proposals and validation research. Interfaces mostly adapt to history of users' behaviour, context changes, and users' actions. [ABSTRACT FROM AUTHOR]