Towards Flexible and Robust User Interface Adaptations With Multiple Objectives
Christoph Albert Johns,
João Marcelo Evangelista Belo,
Anna Maria Feit
et al.
Abstract:This paper proposes a new approach for online UI adaptation that aims to overcome the limitations of the most commonly used UI optimization method involving multiple objectives: weighted sum optimization. Weighted sums are highly sensitive to objective formulation, limiting the effectiveness of UI adaptations. We propose Pare-toAdapt, an adaptation approach that uses online multi-objective optimization with a posteriori articulated preferences-that is, articulation of preferences after the optimization has con… Show more
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