Automatically generating personalized user interfaces with Supple

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Primary manipulation method {point, drag, text entry}—the primary way of interacting with the widget.
The features of container widgets (that is, those used to organize other elements) have to do with two salient properties:
Layout geometry {horizontal, grid, vertical}—reﬂects the basic layout geometry of the enclosed elements.
Impact on visibility {yes, no}—indicates whether or not this widget can affect the visibility of some elements in the user interface for example, tab panes and popup windows can change the visibility of interface elements.

K.Z. Gajos et al. / Artiﬁcial Intelligence 174 (2010) 910–950
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Fig. 14. An illustration of Supple’s interface presentation consistency mechanism (a) a reference touch panel rendering of a classroom controller interface,
(b) the rendering Supple considered optimal on a keyboard and pointer device in the absence of similarity information, (c) the rendering Supple produced with the touch panel rendering as a reference.
Fig. 14 shows an example of a user interface that the user ﬁrst used on a touch panel, along with two versions of that interface fora desktop computer one that was generated using only the base cost function and one that included the dissimilarity component.

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