Strenge, Benjamin: Computational Analysis of Task-Related Mental Representation Structures for User-Adaptive Cognitive Assistance Systems. 2021
Inhalt
- Introduction
- Theoretical background and motivation
- Mental representations
- Computational cognitive architectures
- Human-centered system development and ethics
- Research questions
- Part I: Computational Analyses of Mental Representation Structures
- The SDA-M method
- Standard procedures
- Task analysis
- Step 1: Split procedure and distance scaling
- Step 2: Hierarchical clustering and visualization
- Step 3: Extraction of feature dimensions
- Step 4: Analysis of interindividual differences
- Usage in individual cognitive assessment and coaching
- Advanced algorithmic approaches
- Assumptions and prerequisites
- Algorithm I: AMPA
- Algorithm II: CASPA
- Relations between the algorithms
- Theoretical remarks on CASPA
- Comparison with human experts' assessments
- Human error prediction in assembly tasks
- Expertise prediction in sequential movements
- Part II: Developing a User-Adaptive Cognitive Assistance System
- The AWOSE development process
- Motivation
- Identification and assessment of ethical issues
- Consideration of environmental and nature-related factors
- Referring to individual, organizational, and society levels
- Assessment of ethical sensitivity
- Integration with Worth-Centred Development
- Worth Mapping basics
- Integrating ethical issues in Worth Maps
- Increasing the expressivity of Worth Maps by UML integration
- Ethical and worth-related system evaluation
- An agile process model
- Discussion
- User-centered engineering activities
- General discussion
- Appendix
- Persona creation procedure outline
- Action descriptions for user test scenario ``coffee"
- Further contributions
- List of Acronyms
- List of Tables
- List of Figures
- References