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1-s2.0-S0004370210000822-mainDocument Outline - Automatically generating personalized user interfaces with Supple
- Introduction
- Previous research
- Representing interfaces, devices and users
- Functional interface specification (I)
- Device capabilities and constraints (D)
- Modeling users with traces (T)
- Interface generation as optimization
- The admissible heuristic
- Constraint propagation
- Variable ordering
- Value ordering
- Formulating the cost function
- Factorization for efficient computation and personalization
- Optimizing for expected speed of use
- Capturing consistency across interfaces for different devices
- Relevant widget dissimilarity features
- Dynamic personalization of automatically generated UIs
- Evaluation
- Versatility
- Adapting to long-term usage patterns
- User-driven customization
- System performance
- Variable ordering heuristics and the parallel algorithm
- Scalability
- Importance of constraint propagation
- Performance when optimizing for expected speed of use
- Model complexity
- User evaluation
- Overview of the approach
- Participants
- Apparatus
- Part 1: Eliciting personal models
- Preference elicitation tasks
- Ability elicitation tasks
- Procedure
- Note on the validity of preference models
- Part 2: Main experiment
- Tasks
- Procedure
- Generated interfaces
- Design and analysis
- Results
- Adjustment of data
- Completion times
- Error rates
- Subjective results
- Discussion
- Conclusion
- Acknowledgements
- References
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