Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Models of attention in computing and communication: from principles to applications
Communications of the ACM
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
If not now, when?: the effects of interruption at different moments within task execution
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Lilsys: Sensing Unavailability
CSCW '04 Proceedings of the 2004 ACM conference on Computer supported cooperative work
Presence versus availability: the design and evaluation of a context-aware communication client
International Journal of Human-Computer Studies
Examining task engagement in sensor-based statistical models of human interruptibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using context-aware computing to reduce the perceived burden of interruptions from mobile devices
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Leveraging characteristics of task structure to predict the cost of interruption
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Matching attentional draw with utility in interruption
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Toolkit support for developing and deploying sensor-based statistical models of human situations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Disruption and recovery of computing tasks: field study, analysis, and directions
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Human-Computer Interaction
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Coordinate: probabilistic forecasting of presence and availability
UAI'02 Proceedings of the Eighteenth conference on Uncertainty 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
Balancing awareness and interruption: investigation of notification deferral policies
UM'05 Proceedings of the 10th international conference on User Modeling
Theorizing mobility in community networks
International Journal of Human-Computer Studies
Proceedings of the 1st ACM SIGCHI symposium on Engineering interactive computing systems
Multi-format Notifications for Multi-tasking
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part I
International Journal of Human-Computer Studies
Une approche formelle pour i'evaluation de la tolérance aux interruptions des système interactifs
Proceedings of the 21st International Conference on Association Francophone d'Interaction Homme-Machine
Leveraging Users for Efficient Interruption Management in Agent-User Systems
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Notifications and awareness: a field study of alert usage and preferences
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Editorial: Data mining for understanding user needs
ACM Transactions on Computer-Human Interaction (TOCHI)
ACM Transactions on Computer-Human Interaction (TOCHI)
Proceedings of the 16th ACM international conference on Supporting group work
Study of user interruptibility estimation based on focused application switching
Proceedings of the ACM 2011 conference on Computer supported cooperative work
Finding the right way for interrupting people improving their sitting posture
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Choosing your moment: interruptions in multimedia annotation
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Context-dependent awareness support in open collaboration environments
User Modeling and User-Adapted Interaction
Learning how to feel again: towards affective workplace presence and communication technologies
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Interaction issues in computer aided semantic annotation of multimedia
Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense Through Design
Understanding how the projection of availability state impacts the reception incoming communication
Proceedings of the 2013 conference on Computer supported cooperative work
Balancing Awareness and Interruption in Mobile Patrol using Context-Aware Notification
International Journal of Mobile Human Computer Interaction
SmartAds: bringing contextual ads to mobile apps
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Estimating user interruptibility by measuring table-top pressure
CHI '13 Extended Abstracts on Human Factors in Computing Systems
TaskGenies: Automatically Providing Action Plans Helps People Complete Tasks
ACM Transactions on Computer-Human Interaction (TOCHI)
Breaking the habit: Measuring and predicting departures from routine in individual human mobility
Pervasive and Mobile Computing
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We present a novel system for notification management and report results from two studies testing its performance and impact. The system uses statistical models to realize defer-to-breakpoint policies for managing notifications. The first study tested how well the models detect three types of breakpoints within novel task sequences. Results show that the models detect breakpoints reasonably well, but struggle to differentiate their type. Our second study explored effects of managing notifications with our system on users and their tasks. Results showed that scheduling notifications at breakpoints reduces frustration and reaction time relative to delivering them immediately. We also found that the relevance of notification content determines the type of breakpoint at which it should be delivered. The core concept of scheduling notifications at breakpoints fits well with how users prefer notifications to be managed. This indicates that users would likely adopt the use of notification management systems in practice.