Inferring calendar event attendance
Proceedings of the 6th international conference on Intelligent user interfaces
Adaptive interfaces and agents
The human-computer interaction handbook
Learning and reasoning about interruption
Proceedings of the 5th international conference on Multimodal interfaces
Examining the robustness of sensor-based statistical models of human interruptibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
BusyBody: creating and fielding personalized models of the cost of interruption
CSCW '04 Proceedings of the 2004 ACM conference on Computer supported cooperative work
Coordinate: probabilistic forecasting of presence and availability
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
A Bayesian approach to learning Bayesian networks with local structure
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Human interruptibility: a relational perspective
GROUP '07 Doctoral Consortium papers
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CHI '08 Extended Abstracts on Human Factors in Computing Systems
KeyGraph-based chance discovery for mobile contents management system
International Journal of Knowledge-based and Intelligent Engineering Systems - Chance discovery
To answer or not to answer: that is the question for cell phone users
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Collaboration and shared plans in the open world: studies of ridesharing
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Technology-mediated interruption management
International Journal of Human-Computer Studies
Generating cartoon-style summary of daily life with multimedia mobile devices
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Episodic memory for ubiquitous multimedia contents management system
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Telling calls: making informed call handling decisions
Proceedings of the 8th ACM Conference on Designing Interactive Systems
Telling calls: facilitating mobile phone conversation grounding and management
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A system for context-dependent user modeling
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
Undistracted driving: a mobile phone that doesn't distract
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications
Breaking the habit: Measuring and predicting departures from routine in individual human mobility
Pervasive and Mobile Computing
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Inference and decision making with probabilistic user models may be infeasible on portable devices such as cell phones. We highlight the opportunity for storing and using precomputed inferences about ideal actions for future situations, based on offline learning and reasoning with the user models. As a motivating example, we focus on the use precomputation of call-handling policies for cell phones. The methods hinge on the learning of Bayesian user models for predicting whether users will attend meetings on their calendar and the cost of being interrupted by incoming calls should a meeting be attended.