Time-dependent utility and action under uncertainty
Proceedings of the seventh conference (1991) on Uncertainty in artificial intelligence
An example-based mapping method for text categorization and retrieval
ACM Transactions on Information Systems (TOIS)
The nature of statistical learning theory
The nature of statistical learning theory
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Advances in kernel methods: support vector learning
Advances in kernel methods: support vector learning
Fast training of support vector machines using sequential minimal optimization
Advances in kernel methods
Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Visualizing implicit queries for information management and retrieval
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth 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
Display of information for time-critical decision making
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Time-critical action: representations and application
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Complexity of finite-horizon Markov decision process problems
Journal of the ACM (JACM)
Sensing techniques for mobile interaction
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
Inferring calendar event attendance
Proceedings of the 6th international conference on Intelligent user interfaces
Toward more sensitive mobile phones
Proceedings of the 14th annual ACM symposium on User interface software and technology
Information delivery in support of learning reusable software components on demand
Proceedings of the 7th international conference on Intelligent user interfaces
Designing attentive cell phone using wearable eyecontact sensors
CHI '02 Extended Abstracts on Human Factors in Computing Systems
Designing attentive interfaces
ETRA '02 Proceedings of the 2002 symposium on Eye tracking research & applications
Bifrost inbox organizer: giving users control over the inbox
Proceedings of the second Nordic conference on Human-computer interaction
Markets for attention: will postage for email help?
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
Modelling both the Context and the User
Personal and Ubiquitous Computing
User Modeling in Human–Computer Interaction
User Modeling and User-Adapted Interaction
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
Integrating Virtual and Physical Context to Support Knowledge Workers
IEEE Pervasive Computing
IEEE Intelligent Systems
Effects of instant messaging interruptions on computing tasks
CHI '00 Extended Abstracts on Human Factors in Computing Systems
Interacting with groups of computers
Communications of the ACM
Models of attention in computing and communication: from principles to applications
Communications of the ACM
Personalizing Delivered Information in a Software Reuse Environment
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
The SIMBA User Alert Service Architecture for Dependable Alert Delivery
DSN '01 Proceedings of the 2001 International Conference on Dependable Systems and Networks (formerly: FTCS)
Marked for deletion: an analysis of email data
CHI '03 Extended Abstracts on Human Factors in Computing Systems
Adaptive interfaces and agents
The human-computer interaction handbook
Mediator and medium: doors as interruption gateways and aesthetic displays
DIS '02 Proceedings of the 4th conference on Designing interactive systems: processes, practices, methods, and techniques
International Journal of Human-Computer Studies - Notification user interfaces
Layered Representations for Human Activity Recognition
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Probabilistic Student Modelling to Improve Exploratory Behaviour
User Modeling and User-Adapted Interaction
Learning and reasoning about interruption
Proceedings of the 5th international conference on Multimodal interfaces
Proceedings of the 5th international conference on Multimodal interfaces
A model for notification systems evaluation—assessing user goals for multitasking activity
ACM Transactions on Computer-Human Interaction (TOCHI)
ECSGlasses and EyePliances: using attention to open sociable windows of interaction
Proceedings of the 2004 symposium on Eye tracking research & applications
Proceedings of the working conference on Advanced visual interfaces
Supporting routine decision-making with a next-generation alarm clock
Personal and Ubiquitous Computing
Controlling interruptions: awareness displays and social motivation for coordination
CSCW '04 Proceedings of the 2004 ACM conference on Computer supported cooperative work
The Combination of Text Classifiers Using Reliability Indicators
Information Retrieval
Presence versus availability: the design and evaluation of a context-aware communication client
International Journal of Human-Computer Studies
Task aware information access for diagnosis of manufacturing problems
Proceedings of the 10th international conference on Intelligent user interfaces
Layered representations for learning and inferring office activity from multiple sensory channels
Computer Vision and Image Understanding - Special issue on event detection in video
EyeWindows: evaluation of eye-controlled zooming windows for focus selection
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Towards an index of opportunity: understanding changes in mental workload during task execution
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Examining task engagement in sensor-based statistical models of human interruptibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Understanding email use: predicting action on a message
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
Beyond "from" and "received": exploring the dynamics of email triage
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Foreground and background interaction with sensor-enhanced mobile devices
ACM Transactions on Computer-Human Interaction (TOCHI)
Predicting human interruptibility with sensors
ACM Transactions on Computer-Human Interaction (TOCHI)
Using relationship to control disclosure in Awareness servers
GI '05 Proceedings of Graphics Interface 2005
Using social geometry to manage interruptions and co-worker attention in office environments
GI '05 Proceedings of Graphics Interface 2005
Preference elicitation for interface optimization
Proceedings of the 18th annual ACM symposium on User interface software and technology
A hybrid learning system for recognizing user tasks from desktop activities and email messages
Proceedings of the 11th international conference on Intelligent user interfaces
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
A method, system, and tools for intelligent interruption management
TAMODIA '05 Proceedings of the 4th international workshop on Task models and diagrams
Leveraging characteristics of task structure to predict the cost of interruption
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
FeedMe: a collaborative alert filtering system
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
Active EM to reduce noise in activity recognition
Proceedings of the 12th international conference on Intelligent user interfaces
BuzzTrack: topic detection and tracking in email
Proceedings of the 12th international conference on Intelligent user interfaces
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
The use of interface agents for email notification in critical incidents
International Journal of Human-Computer Studies
Group attention control for communication robots with wizard of OZ approach
Proceedings of the ACM/IEEE international conference on Human-robot interaction
Approaching and leave-taking: Negotiating contact in computer-mediated communication
ACM Transactions on Computer-Human Interaction (TOCHI)
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
When can i expect an email response? a study of rhythms in email usage
ECSCW'03 Proceedings of the eighth conference on European Conference on Computer Supported Cooperative Work
ACM Transactions on Computer-Human Interaction (TOCHI)
Decision-theoretic human-robot communication
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction
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
Adaptive learning of semantic locations and routes
Proceedings of the 1st international conference on Autonomic computing and communication systems
Behaviour & Information Technology
Principles of Lifelong Learning for Predictive User Modeling
UM '07 Proceedings of the 11th international conference on User Modeling
Looking Ahead to Select Tutorial Actions: A Decision-Theoretic Approach
International Journal of Artificial Intelligence in Education
Articulating the task at hand and making information relevant to it
Human-Computer Interaction
In search of coherence: a review of e-mail research
Human-Computer Interaction
Supporting collaborative task management in e-mail
Human-Computer Interaction
Active messenger: e-mail filtering and delivery in a heterogeneous network
Human-Computer Interaction
Scope: providing awareness of multiple notifications at a glance
Proceedings of the Working Conference on Advanced Visual Interfaces
Mining social networks for personalized email prioritization
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Towards adjustable autonomy for the real world
Journal of Artificial Intelligence Research
Selective supervision: guiding supervised learning with decision-theoretic active learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Don't ask me: designing social Q&A services
Crossroads - The Social Web
Using Developer Activity Data to Enhance Awareness during Collaborative Software Development
Computer Supported Cooperative Work
Notifications and awareness: a field study of alert usage and preferences
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Agent-assisted task management that reduces email overload
Proceedings of the 15th international conference on Intelligent user interfaces
Human-robot communication for collaborative decision making - A probabilistic approach
Robotics and Autonomous Systems
Using social metadata in email triage: lessons from the field
Proceedings of the 2007 conference on Human interface: Part II
A statistical reasoning system for medication prompting
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
Use and implications of a shared, forecasting calendar
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction
Adaptive learning of semantic locations and routes
LoCA'07 Proceedings of the 3rd international conference on Location-and context-awareness
ACM Transactions on Computer-Human Interaction (TOCHI)
A review of awareness in distributed collaborative software engineering
Software—Practice & Experience - Focus on Selected PhD Literature Reviews in the Practical Aspects of Software Technology
Handling conflicts of context-aware reminding system in sensorised home
Cluster Computing
Should I open this email?: inbox-level cues, curiosity and attention to email
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Modeling personalized email prioritization: classification-based and regression-based approaches
Proceedings of the 20th ACM international conference on Information and knowledge management
The impact of unwanted multimodal notifications
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Coordinate: probabilistic forecasting of presence and availability
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Towards personalized mobile interruptibility estimation
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
Using data item relationships to adaptively select data for synchronization
DAIS'05 Proceedings of the 5th IFIP WG 6.1 international conference on Distributed Applications and Interoperable Systems
Balancing awareness and interruption: investigation of notification deferral policies
UM'05 Proceedings of the 10th international conference on User Modeling
Toward trustworthy adjustable autonomy in KAoS
Trusting Agents for Trusting Electronic Societies
Properties of Bayesian student model for INQPRO
Applied Intelligence
EPIC: a multi-tiered approach to enterprise email prioritization
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Email pragmatics and automatic classification: A study in the organizational context
Journal of the American Society for Information Science and Technology
SpeechToast: augmenting notifications with speech input focus
Proceedings of the International Working Conference on Advanced Visual Interfaces
Capturing Common Knowledge about Tasks: Intelligent Assistance for To-Do Lists
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Modeling information exchange opportunities for effective human-computer teamwork
Artificial Intelligence
EmailValet: managing email overload through private, accountable crowdsourcing
Proceedings of the 2013 conference on Computer supported cooperative work
Supporting task resumption using visual feedback
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
| Hi-index | 0.03 |
We introduce utility-directed procedures for mediating the flow of potentially distracting alerts and communications to computer users. We present models and inference procedures that balance the context-sensitive costs of deferring alerts with the cost of interruption. We describe the challenge of reasoning about such costs under uncertainty via an analysis of user activity and the content of notifications. After introducing principles of attention-sensitive alerting, we focus on the problem of guiding alerts about email messages. We dwell on the problem of inferring the expected criticality of email and discuss work on the PRIORITIES system, centering on prioritizing email by criticality and modulating the communication of notifications to users about the presence and nature of incoming email.