Extending Domain Theories: Two Case Studies in Student Modeling
Machine Learning
Unified theories of cognition
Using a knowledge analysis to predict conceptual errors in text-editor usage
CHI '90 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Issues in the design of computer support for co-authoring and commenting
CSCW '90 Proceedings of the 1990 ACM conference on Computer-supported cooperative work
Predicting the learnability of task-action mappings
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A study of computer-supported user interface evaluation using maximal repeating pattern analysis
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Tutoring concepts, percepts, and rules in Geometry problem-solving
Tutoring concepts, percepts, and rules in Geometry problem-solving
Browser-Soar: a computational model of a highly interactive task
CHI '92 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Verbal reasoning
Computer-based task representation: a methodology for improving system design
Interacting with Computers
A theoretically motivated tool for automatically generating command aliases
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The Psychology of Human-Computer Interaction
The Psychology of Human-Computer Interaction
Preface for Special Section on Integrated Cognitive Architectures
ACM SIGART Bulletin
Human Problem Solving
Finding canonical behaviors in user protocols
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using process mining to identify models of group decision making in chat data
CSCL'09 Proceedings of the 9th international conference on Computer supported collaborative learning - Volume 1
On Computing Canonical Subsets of Graph-Based Behavioral Representations
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Fitting a workflow model to captured development data
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
In and out of the hospital: the hidden interface of high fidelity research via RFID
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction
Case based representation and retrieval with time dependent features
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Bridging gaps in handoffs: A continuity of care based approach
Journal of Biomedical Informatics
Supporting activity modelling from activity traces
Expert Systems: The Journal of Knowledge Engineering
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We describe the utility of process models for summarizing the sequential actions of individuals. Such models describe why users did what they did, what information they used from the outside environment, and what knowledge they used to perform the task. These detailed explanations of users' thoughts and actions can enhance interface design by offering behavior summaries that are inspectable and transferable to new interfaces. Sequential data sets and models for human-computer interaction are often large and complex. We present a computer-supported methodology for developing these models as summaries of sequential data. We illustrate that this methodology can make building and using such models tractable by applying it to an existing model for using an on-line database.