Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Distributed and disappearing user interfaces in ubiquitous computing
CHI '01 Extended Abstracts on Human Factors in Computing Systems
Communications of the ACM
Machine Learning for Adaptive User Interfaces
KI '97 Proceedings of the 21st Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
The lumière project: Bayesian user modeling for inferring the goals and needs of software users
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
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Novel modes of interaction and tailored application delivery are a key challenge in ubiquitous computing. This paper proposes a method of adaptively delivering lightweight, disposable service compositions to a user in a smart space. The user intuitively requests these services through a single, natural interface, which infers goals through observing behaviour and context. The composition is driven by generating tasks from these inferences, which can be resolved down to candidate services. We will discuss the proposed interaction between these components and highlight what direction our research will take.