Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
IEEE Pervasive Computing
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
Exploiting the icon arrangement on mobile devices as information source for context-awareness
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
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The aether soon will be pervaded with a high density of digital services for usage on mobile phones. Personalization plays a crucial role for the success and acceptance of such systems. In this paper, we present work in progress on a new approach for improving the personalization of recommender systems for pervasive services. Mobile utilization is extended from services inherent in devices to pervasive services. We describe a new concept for collaborative and content-based filtering based on the users' service rankings given by arrangement of menu icons and discuss different models for interaction with a varying icon menu.