Self-organizing maps
Machine Learning
Situated Interaction and Context-Aware Computing
Personal and Ubiquitous Computing
Proceedings of the 39th annual ACM SIGUCCS conference on User services
Context reasoning technologies in ubiquitous computing environment
EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
Toward A Generic Infrastructure for Ubiquitous Computing
International Journal of Advanced Pervasive and Ubiquitous Computing
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Although mobile devices keep getting smaller and more powerful, their interface with the user is still based on that of the regular desktop computer. This implies that interaction is usually tedious, while interrupting the user is not really desired in ubiquitous computing. We propose adding an array of hardware sensors to the system that, together with machine learning techniques, make the device aware of its context while it is being used. The goal is to make it learn the context-descriptions from its user on the spot, while minimising user-interaction and maximising reliability.