Adaptation usability trade-off
Adapting an interface risks confusing users or imposing switching costs.
5 papers carry this theme
In these papers
- 01Adapting User Interfaces with Model-based Reinforcement LearningKashyap Todi · 2021Careless adaptation imposes surprise and relearning costs.
- 02Retroactive Transfer Phenomena inAlternating User Interfaces · 2020A newly learned interface degrades performance with a prior one.
- 03Familiarisation: Restructuring Layouts with Visual Learning ModelsKashyap Todi · 2018Restructuring familiar locations risks disrupting learned layouts.
- 04The Influence of Personality Traits and Cognitive Load on the Use of Adaptive User InterfacesHarvard SEAS · 2017Stability: users must reliably complete familiar tasks despite adaptation.
- 05Predictability and Accuracy in Adaptive User InterfacesKrzysztof Z. Gajos, Katherine Everitt et al. · 2008Tests whether adaptation's unpredictability disorients users.