Cyberguide: a mobile context-aware tour guide
Wireless Networks - Special issue: mobile computing and networking: selected papers from MobiCom '96
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Digital family portraits: supporting peace of mind for extended family members
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
IEEE Pervasive Computing
The role of trust in automation reliance
International Journal of Human-Computer Studies - Special issue: Trust and technology
Predicting human interruptibility with sensors
ACM Transactions on Computer-Human Interaction (TOCHI)
Towards improving trust in context-aware systems by displaying system confidence
Proceedings of the 7th international conference on Human computer interaction with mobile devices & services
User Modeling and User-Adapted Interaction
Responsiveness in instant messaging: predictive models supporting inter-personal communication
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Toward establishing trust in adaptive agents
Proceedings of the 13th international conference on Intelligent user interfaces
Human-Computer Interaction
Intelligibility and accountability: human considerations in context-aware systems
Human-Computer Interaction
Fixing the program my computer learned: barriers for end users, challenges for the machine
Proceedings of the 14th international conference on Intelligent user interfaces
UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Finding causes of program output with the Java Whyline
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Why and why not explanations improve the intelligibility of context-aware intelligent systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
iCAP: interactive prototyping of context-aware applications
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Toolkit to support intelligibility in context-aware applications
Proceedings of the 12th ACM international conference on Ubiquitous computing
Improving trust in context-aware applications with intelligibility
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct
Improving intelligibility and control in Ubicomp
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct
Investigating intelligibility for uncertain context-aware applications
Proceedings of the 13th international conference on Ubiquitous computing
A framework for user controlled remembering and forgetting in long term user models
Proceedings of the 13th international conference on Ubiquitous computing
Why-oriented end-user debugging of naive Bayes text classification
ACM Transactions on Interactive Intelligent Systems (TiiS)
Design of an intelligible mobile context-aware application
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
Intelligible TinyOS sensor systems: explanations for embedded software
CONTEXT'11 Proceedings of the 7th international and interdisciplinary conference on Modeling and using context
How and to whom people share: the role of culture in self-disclosure in online communities
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Specification and verification of complex location events with panoramic
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
Are explanations always important?: a study of deployed, low-cost intelligent interactive systems
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Weights of evidence for intelligible smart environments
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
Lightweight Editing of Distributed Ubiquitous Environments: The CollaborationBus Aqua Editor
International Journal of Distributed Systems and Technologies
Proceedings of the 2013 conference on Computer supported cooperative work
There's no such thing as gaining a pound: reconsidering the bathroom scale user interface
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Activity-based context-aware model
DUXU'13 Proceedings of the Second international conference on Design, User Experience, and Usability: design philosophy, methods, and tools - Volume Part I
Foundations for infrastructure and interfaces to support user control in long-term user modelling
Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration
Journal of Ambient Intelligence and Smart Environments
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Intelligibility can help expose the inner workings and inputs of context-aware applications that tend to be opaque to users due to their implicit sensing and actions. However, users may not be interested in all the information that the applications can produce. Using scenarios of four real-world applications that span the design space of context-aware computing, we conducted two experiments to discover what information users are interested in. In the first experiment, we elicit types of information demands that users have and under what moderating circumstances they have them. In the second experiment, we verify the findings by soliciting users about which types they would want to know and establish whether receiving such information would satisfy them. We discuss why users demand certain types of information, and provide design implications on how to provide different intelligibility types to make context-aware applications intelligible and acceptable to users.