C4.5: programs for machine learning
C4.5: programs for machine learning
Prototyping an intelligent agent through Wizard of Oz
CHI '93 Proceedings of the INTERACT '93 and CHI '93 Conference on Human Factors in Computing Systems
Wizard of Oz studies: why and how
IUI '93 Proceedings of the 1st international conference on Intelligent user interfaces
A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
The information percolator: ambient information display in a decorative object
Proceedings of the 12th annual ACM symposium on User interface software and technology
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Social translucence: an approach to designing systems that support social processes
ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on human-computer interaction in the new millennium, Part 1
Informative art: using amplified artworks as information displays
DARE '00 Proceedings of DARE 2000 on Designing augmented reality environments
Providing presence cues to telephone users
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
An introduction to computerized experience sampling in psychology
Social Science Computer Review
Aesthetic information collages: generating decorative displays that contain information
Proceedings of the 14th annual ACM symposium on User interface software and technology
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
When conventions collide: the tensions of instant messaging attributed
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Machine Learning
Work rhythms: analyzing visualizations of awareness histories of distributed groups
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Context-Aware Telephony Over WAP
Personal and Ubiquitous Computing
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Learning and reasoning about interruption
Proceedings of the 5th international conference on Multimodal interfaces
Rhythm modeling, visualizations and applications
Proceedings of the 16th annual ACM symposium on User interface software and technology
Managerial Allocation of Time and Effort: The Effects of Interruptions
Management Science
Examining the robustness of sensor-based statistical models of human interruptibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Presence versus availability: the design and evaluation of a context-aware communication client
International Journal of Human-Computer Studies
Intelligibility and accountability: human considerations in context-aware systems
Human-Computer Interaction
Human-Computer Interaction
UAI'99 Proceedings of the Fifteenth 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
Examining the robustness of sensor-based statistical models of human interruptibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Presence versus availability: the design and evaluation of a context-aware communication client
International Journal of Human-Computer Studies
Dynamic personal social networks: a new perspective for CSCW research and design
ACM SIGGROUP Bulletin - Special issue on community-based learning: explorations into theoretical groundings, empirical findings and computer support
Examining task engagement in sensor-based statistical models of human interruptibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
GI '05 Proceedings of Graphics Interface 2005
Prototypes in Pervasive Computing
IEEE Pervasive Computing
AuraOrb: social notification appliance
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Factors defining face-to-face interruptions in the office environment
CHI '06 Extended Abstracts on Human Factors in Computing Systems
An Investigation of Collective Human Behavior in Large-Scale Mixed Reality Spaces
Presence: Teleoperators and Virtual Environments
CVS integration with notification and chat: lightweight software team collaboration
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
Context-aware telephony: privacy preferences and sharing patterns
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
MyConnector: analysis of context cues to predict human availability for communication
Proceedings of the 8th international conference on Multimodal interfaces
iSocialize: investigating awareness cues for a mobile social awareness application
OZCHI '06 Proceedings of the 18th Australia conference on Computer-Human Interaction: Design: Activities, Artefacts and Environments
AuraOrb: using social awareness cues in the design of progressive notification appliances
OZCHI '06 Proceedings of the 18th Australia conference on Computer-Human Interaction: Design: Activities, Artefacts and Environments
Approaching and leave-taking: Negotiating contact in computer-mediated communication
ACM Transactions on Computer-Human Interaction (TOCHI)
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
CAAD: an automatic task support system
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Vio: a mixed-initiative approach to learning and automating procedural update tasks
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Mobile Networks and Applications
Unpacking the social dimension of external interruptions
Proceedings of the 2007 international ACM conference on Supporting group work
Proceedings of the 9th international conference on Multimodal interfaces
OpenMessenger: gradual initiation of interaction for distributed workgroups
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Xensible interruptions from your mobile phone
Proceedings of the 9th international conference on Human computer interaction with mobile devices and services
Towards the automated social analysis of situated speech data
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Plastic: a metaphor for integrated technologies
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Navigate like a cabbie: probabilistic reasoning from observed context-aware behavior
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
A Fuzzy Rule-Based System with Ontology for Summarization of Multi-camera Event Sequences
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Lost in translation: investigating the ambiguity of availability cues in an online media space
Behaviour & Information Technology
A context-aware virtual secretary in a smart office environment
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Understanding the implications of social translucence for systems supporting communication at work
Proceedings of the 2008 ACM conference on Computer supported cooperative work
How to approach humans?: strategies for social robots to initiate interaction
Proceedings of the 4th ACM/IEEE international conference on Human robot interaction
Butler lies: awareness, deception and design
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
User-created forms as an effective method of human-agent communication
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Opportunities for Pervasive Computing in Chronic Cancer Care
Pervasive '08 Proceedings of the 6th International Conference on Pervasive Computing
The Five Commandments of Activity-Aware Ubiquitous Computing Applications
ICDHM '09 Proceedings of the 2nd International Conference on Digital Human Modeling: Held as Part of HCI International 2009
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part I
Multi-format Notifications for Multi-tasking
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part I
Effect of Peripheral Communication Pace on Attention Allocation in a Dual-Task Situation
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II
Assessing demand for intelligibility in context-aware applications
Proceedings of the 11th international conference on Ubiquitous computing
CommunityCommands: command recommendations for software applications
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Pêle-Mêle, une étude de la communication multi-échelles
Proceedings of the 21st International Conference on Association Francophone d'Interaction Homme-Machine
Whack gestures: inexact and inattentive interaction with mobile devices
Proceedings of the fourth international conference on Tangible, embedded, and embodied interaction
Receptionist or information kiosk: how do people talk with a robot?
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Towards maximizing the accuracy of human-labeled sensor data
Proceedings of the 15th international conference on Intelligent user interfaces
Technology-mediated interruption management
International Journal of Human-Computer Studies
Independence and interaction: understanding seniors' privacy and awareness needs for aging in place
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Deliberate interactions: characterizing technology use in Nairobi, Kenya
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Lightweight selective availability in instant messaging
CHI '10 Extended Abstracts on Human Factors in Computing Systems
PERVASIVE'07 Proceedings of the 5th international conference on Pervasive computing
A statistical reasoning system for medication prompting
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
Awareness solutions for informal communication negotiation support at work
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Toward a systematic understanding of suggestion tactics in persuasive technologies
PERSUASIVE'07 Proceedings of the 2nd international conference on Persuasive technology
Activity-aware computing in mobile collaborative working environments
CRIWG'07 Proceedings of the 13th international conference on Groupware: design implementation, and use
Proceedings of the 16th ACM international conference on Supporting group work
Data Souvenirs: Environmental psychology and reflective design
International Journal of Human-Computer Studies
Handling conflicts of context-aware reminding system in sensorised home
Cluster Computing
Steps towards a system for inferring the interruptibility status of knowledge workers
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Context-aware lighting as an immersive user interface for mediating social interactions
ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science
Modeling users of intelligent systems
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Mobile apps: it's time to move up to CondOS
HotOS'13 Proceedings of the 13th USENIX conference on Hot topics in operating systems
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
User Modeling and User-Adapted Interaction
A framework for supporting joint interpersonal attention in distributed groups
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part I
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
Twitter, sensors and UI: robust context modeling for interruption management
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
AmbientBrowser: web browser for everyday enrichment
INTETAIN'05 Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment
Is Someone in this Office Available to Help Me?
Journal of Intelligent and Robotic Systems
Undistracted driving: a mobile phone that doesn't distract
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications
"A pace not dictated by electrons": an empirical study of work without email
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of Graphics Interface 2012
Triangulating the personal creative experience: self-report, external judgments, and physiology
Proceedings of Graphics Interface 2012
Interacting with Computers
Lightweight Editing of Distributed Ubiquitous Environments: The CollaborationBus Aqua Editor
International Journal of Distributed Systems and Technologies
Understanding how the projection of availability state impacts the reception incoming communication
Proceedings of the 2013 conference on Computer supported cooperative work
The case for psychological computing
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications
Balancing Awareness and Interruption in Mobile Patrol using Context-Aware Notification
International Journal of Mobile Human Computer Interaction
Estimating user interruptibility by measuring table-top pressure
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the 10th Working Conference on Mining Software Repositories
On designing interactivity awareness for ambient displays
Multimedia Tools and Applications
Voyant: generating structured feedback on visual designs using a crowd of non-experts
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Journal of Systems Architecture: the EUROMICRO Journal
Supporting Effortless Coordination: 25 Years of Awareness Research
Computer Supported Cooperative Work
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A person seeking another person's attention is normally able to quickly assess how interruptible the other person currently is. Such assessments allow behavior that we consider natural, socially appropriate, or simply polite. This is in sharp contrast to current computer and communication systems, which are largely unaware of the social situations surrounding their usage and the impact that their actions have on these situations. If systems could model human interruptibility, they could use this information to negotiate interruptions at appropriate times, thus improving human computer interaction.This article presents a series of studies that quantitatively demonstrate that simple sensors can support the construction of models that estimate human interruptibility as well as people do. These models can be constructed without using complex sensors, such as vision-based techniques, and therefore their use in everyday office environments is both practical and affordable. Although currently based on a demographically limited sample, our results indicate a substantial opportunity for future research to validate these results over larger groups of office workers. Our results also motivate the development of systems that use these models to negotiate interruptions at socially appropriate times.