Sensing techniques for mobile interaction
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
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Models of attention in computing and communication: from principles to applications
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Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
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Presence versus availability: the design and evaluation of a context-aware communication client
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Towards an index of opportunity: understanding changes in mental workload during task execution
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Examining task engagement in sensor-based statistical models of human interruptibility
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Giving the caller the finger: collaborative responsibility for cellphone interruptions
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A study on the use of semaphoric gestures to support secondary task interactions
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Predicting human interruptibility with sensors
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Preference elicitation for interface optimization
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A hybrid learning system for recognizing user tasks from desktop activities and email messages
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Who's asking for help?: a Bayesian approach to intelligent assistance
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Responsiveness in instant messaging: predictive models supporting inter-personal communication
Proceedings of the SIGCHI Conference 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
ComSlipper: an expressive design to support awareness and availability
CHI '06 Extended Abstracts on Human Factors in Computing Systems
FeedMe: a collaborative alert filtering system
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MyConnector: analysis of context cues to predict human availability for communication
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Multimodal estimation of user interruptibility for smart mobile telephones
Proceedings of the 8th international conference on Multimodal interfaces
Active EM to reduce noise in activity recognition
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User-context for adaptive user interfaces
Proceedings of the 12th international conference on Intelligent user interfaces
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Uncovering the to-dos hidden in your in-box
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Matching attentional draw with utility in interruption
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Biases in human estimation of interruptibility: effects and implications for practice
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
Analysis of human interruptibility in the home environment
CHI '07 Extended Abstracts on Human Factors in Computing Systems
ACM Transactions on Computer-Human Interaction (TOCHI)
Unpacking the social dimension of external interruptions
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Effects of intelligent notification management on users and their tasks
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Experience sampling for building predictive user models: a comparative study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Investigating statistical machine learning as a tool for software development
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
SuperBreak: using interactivity to enhance ergonomic typing breaks
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Considerate home notification systems: a field study of acceptability of notifications in the home
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Conversations Amidst Computing: A Study of Interruptions and Recovery of Task Activity
UM '07 Proceedings of the 11th international conference on User Modeling
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Lost in translation: investigating the ambiguity of availability cues in an online media space
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Towards a physiological model of user interruptability
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Exploring web browsing context for collaborative question answering
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Psycho-physiological measures for assessing cognitive load
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Cluster Computing
Designing effective notifications for collaborative development environments
The smart internet
Designing effective notifications for collaborative development environments
The smart internet
Using decision-theoretic experience sampling to build personalized mobile phone interruption models
Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
Sharing availability information with InterruptMe
Proceedings of the 13th international conference on Ubiquitous computing
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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
Attention and intention goals can mediate disruption in human-computer interaction
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Predicting selective availability for instant messaging
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
A design space analysis of availability-sharing systems
Proceedings of the 24th annual ACM symposium on User interface software and technology
Preliminary findings of visualization of the interruptible moment
HPCS'09 Proceedings of the 23rd international conference on High Performance Computing Systems and Applications
Reasoning about interaction in a multi-user system
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Bayesphone: precomputation of context-sensitive policies for inquiry and action in mobile devices
UM'05 Proceedings of the 10th international conference on User Modeling
An economic model of user rating in an online recommender system
UM'05 Proceedings of the 10th international conference on User Modeling
Balancing awareness and interruption: investigation of notification deferral policies
UM'05 Proceedings of the 10th international conference on User Modeling
Reasoning about interaction for hospital decision making
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Keeping Found Things Found: The Study and Practice of Personal Information Management: The Study and Practice of Personal Information Management
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Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Modeling information exchange opportunities for effective human-computer teamwork
Artificial Intelligence
Investigation of fNIRS brain sensing as input to information filtering systems
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Peripheral agent: implementation of peripheral cognition technology
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Activity-centric support for ad hoc knowledge work: a case study of co-activity manager
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Shape changing device for notification
Proceedings of the adjunct publication of the 26th annual ACM symposium on User interface software and technology
Private aggregation for presence streams
Future Generation Computer Systems
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We present methods for inferring the cost of interrupting users based on multiple streams of events including information generated by interactions with computing devices, visual and acoustical analyses, and data drawn from online calendars. Following a review of prior work on techniques for deliberating about the cost of interruption associated with notifications, we introduce methods for learning models from data that can be used to compute the expected cost of interruption for a user. We describe the Interruption Workbench, a set of event-capture and modeling tools. Finally, we review experiments that characterize the accuracy of the models for predicting interruption cost and discuss research directions.