CHI '89 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
C4.5: programs for machine learning
C4.5: programs for machine learning
Split menus: effectively using selection frequency to organize menus
ACM Transactions on Computer-Human Interaction (TOCHI)
The GOMS family of user interface analysis techniques: comparison and contrast
ACM Transactions on Computer-Human Interaction (TOCHI)
Beyond Fitts' law: models for trajectory-based HCI tasks
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Item recognition in menu selection: the effect of practice
CHI '93 INTERACT '93 and CHI '93 Conference Companion on Human Factors in Computing Systems
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
A comparison of rule-based and positionally constant arrangements of computer menu items
CHI '87 Proceedings of the SIGCHI/GI Conference on Human Factors in Computing Systems and Graphics Interface
Eye tracking the visual search of click-down menus
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Cognitive modeling demonstrates how people use anticipated location knowledge of menu items
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Machine Learning
The Psychology of Human-Computer Interaction
The Psychology of Human-Computer Interaction
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using examples to describe categories
CHI '83 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
User perceptual mechanisms in the search of computer command menus
CHI '82 Proceedings of the 1982 Conference on Human Factors in Computing Systems
Designing the whyline: a debugging interface for asking questions about program behavior
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Unintended effects: varying icon spacing changes users' visual search strategy
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatically detecting pointing performance
Proceedings of the 13th international conference on Intelligent user interfaces
Understanding pointing problems in real world computing environments
Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A survey of software learnability: metrics, methodologies and guidelines
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic assessment and adaptation to real world pointing performance
ACM SIGACCESS Accessibility and Computing
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Adaptive Tips for Helping Domain Experts
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Analyzing spatial user behavior in computer games using geographic information systems
Proceedings of the 13th International MindTrek Conference: Everyday Life in the Ubiquitous Era
Towards gameplay analysis via gameplay metrics
Proceedings of the 13th International MindTrek Conference: Everyday Life in the Ubiquitous Era
Automatic detection of users' skill levels using high-frequency user interface events
User Modeling and User-Adapted Interaction
The evaluation of an adaptive user interface model
SAICSIT '10 Proceedings of the 2010 Annual Research Conference of the South African Institute of Computer Scientists and Information Technologists
Ability-Based Design: Concept, Principles and Examples
ACM Transactions on Accessible Computing (TACCESS)
Characterizing the usability of interactive applications through query log analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Dynamic accessibility: accommodating differences in ability and situation
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Watching you moving the mouse, i know who you are
CHI '12 Extended Abstracts on Human Factors in Computing Systems
PointAssist: assisting individuals with motor impairments
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
International Journal of Cognitive Performance Support
Distinguishing Users By Pointing Performance in Laboratory and Real-World Tasks
ACM Transactions on Accessible Computing (TACCESS)
International Journal of Technology and Human Interaction
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If applications were able to detect a user's expertise, then software could automatically adapt to better match exper-tise. Detecting expertise is difficult because a user's skill changes as the user interacts with an application and differs across applications. This means that expertise must be sensed dynamically, continuously, and unobtrusively so as not to burden the user. We present an approach to this prob-lem that can operate without a task model based on low-level mouse and menu data which can typically be sensed across applications at the operating systems level. We have implemented and trained a classifier that can detect "nov-ice" or "skilled" use of an image editing program, the GNU Image Manipulation Program (GIMP), at 91% accuracy, and tested it against real use. In particular, we developed and tested a prototype application that gives the user dy-namic application information that differs depending on her performance.