User modeling in adaptive interfaces
UM '99 Proceedings of the seventh international conference on User modeling
A Multiple Attribute Utility Theory Approach to Ranking and Selection
Management Science
Inducing shortcuts on a mobile phone interface
Proceedings of the 11th international conference on Intelligent user interfaces
Capricorn - an intelligent user interface for mobile widgets
Proceedings of the 10th international conference on Human computer interaction with mobile devices and services
Using adaptive interfaces to improve mobile map-based visualisation
Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
Operation Prediction for Context-Aware User Interfaces of Mobile Phones
SAINT '09 Proceedings of the 2009 Ninth Annual International Symposium on Applications and the Internet
Automatic mobile menu customization based on user operation history
Proceedings of the 11th International Conference on Human-Computer Interaction with Mobile Devices and Services
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The set of functionalities provided by advanced mobile phones is significantly increasing. However, the small size of mobile phone user interfaces makes it difficult for the user to deal with this large number of functionalities, which could reflect negatively on user performance and the efficiency of mobile phone functionalities. In this paper, we designed and developed an adaptive task-based functionality called ATF on mobile phones, where the task we focused on was to predict the next contact that the user is most likely to call. Furthermore, we conducted comprehensive evaluation of our approach. We show that our approach can successfully predict contacts that a user will most likely call next. Our results uncover the frequency and pattern of regularity in making mobile phone calls and suggest promising avenues for future work for optimising tasks (beyond phone calls) performed with the mobile phone.