How users repeat their actions on computers: principles for design of history mechanisms
CHI '88 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Dynamic versus static menus: an exploratory comparison
ACM SIGCHI Bulletin
EAGER: programming repetitive tasks by example
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Triggers and barriers to customizing software
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An adaptive environment for the user interface of Excel
IUI '93 Proceedings of the 1st international conference on Intelligent user interfaces
Adaptively supported adaptability
International Journal of Human-Computer Studies
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
GLEAN: a computer-based tool for rapid GOMS model usability evaluation of user interface designs
Proceedings of the 8th annual ACM symposium on User interface and software technology
Interaction with a mixed-initiative system for exploratory data analysis
Proceedings of the 2nd international conference on Intelligent user interfaces
Direct manipulation vs. interface agents
interactions
Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
An evaluation of a multiple interface design solution for bloated software
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The Psychology of Human-Computer Interaction
The Psychology of Human-Computer Interaction
Techniques for Plan Recognition
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Pros and Cons of Controllability: An Empirical Study
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
What role can adaptive support play in an adaptable system?
Proceedings of the 9th international conference on Intelligent user interfaces
A comparison of static, adaptive, and adaptable menus
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Exploring the design space for adaptive graphical user interfaces
Proceedings of the working conference on Advanced visual interfaces
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
Fast and robust interface generation for ubiquitous applications
UbiComp'05 Proceedings of the 7th international conference on Ubiquitous Computing
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
Understanding the Utility of Rationale in a Mixed-Initiative System for GUI Customization
UM '07 Proceedings of the 11th international conference on User Modeling
Overview based example selection in end user interactive concept learning
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Beyond performance: Feature awareness in personalized interfaces
International Journal of Human-Computer Studies
Evaluating reduced-functionality interfaces according to feature findability and awareness
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction
Characterizing large-scale use of a direct manipulation application in the wild
Proceedings of Graphics Interface 2010
Dips and ceilings: understanding and supporting transitions to expertise in user interfaces
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
How can we support users' preferential choice?
CHI '11 Extended Abstracts on Human Factors in Computing Systems
A new input device putting together merits of shortcut key and toolbar: fast keypad system
Proceedings of the 13th international conference on Ubiquitous computing
Triggering triggers and burying barriers to customizing software
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The challenges and potential of end-user gesture customization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Supporting behavioral differences and changes in personal task management
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the 5th ACM SIGCHI symposium on Engineering interactive computing systems
An evaluation of advanced user interface customization
Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration
Proceedings of the 19th international conference on Intelligent User Interfaces
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We describe a mixed-initiative framework designed to support the customization of complex graphical user interfaces. The framework uses an innovative form of online GOMS analysis to provide the user with tailored customization suggestions aimed at maximizing the user's performance with the interface. The suggestions are presented non-intrusively, minimizing disruption and allowing the user to maintain full control. The framework has been applied to a general user-productivity application. A formal user evaluation of the system provides encouraging evidence that this mixed-initiative approach is preferred to a purely adaptable alternative and that the system's suggestions help improve task performance.