Evaluating comprehension-based user models: Predicting individual user planning and action

User Modeling and User-Adapted Interaction

Volumn 12, Issue 2-3, 2002, Pages 171-205

  Sohn, Young Woo ^a   Doane, Stephanie M ^b  

^a Yonsei University   (South Korea)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Cognitive models; Evaluations of models; Goodness of fit; Predictive validity

Indexed keywords

ARMY PERSONNEL INTELLIGENCE PLANNING; COGNITIVE MODELS; GOODNESS OF FIT; MODEL EVALUATION; PREDICTIVE VALIDITY; USER MODELS;

COGNITIVE SYSTEMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE REPRESENTATION; MILITARY APPLICATIONS; UNIX; USER INTERFACES;

HUMAN COMPUTER INTERACTION;

EID: 0036255892     PISSN: 09241868     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1015072424236     Document Type: Article

References (38)

1. Comparison with human experiments
2. The role of computational models in neuropsychological investigations of language: Reply to Ruml and Caramazza (2000)
3. Modeling user command production: A comprehension-based approach
4. Prompt comprehension in UNIX command production
5. Expertise in a computer operating system: Conceptualization and performance
6. ADAPT: A predictive cognitive model of user visual attention and action planning
7. Learning from instruction: A comprehension-based approach
8. Comprehension-based skill acquisition
9. Response to my critics
10. Situation awareness
11. Symbolic connectionism: Toward third-generation theories of expertise
12. Analogical mapping by constraint satisfaction
13. Mean square over degrees of freedom: New perspectives on a model selection treasure
14. The use of knowledge in discourse processing: A construction-integration model
15. The psychology of discourse processing
16. History of success and current context in problem solving
17. A hybrid model of script generation: Or getting the best of both worlds
18. Routine computing tasks: Planning as understanding
19. Some criticisms of connectionist models of human performance
20. The problem is epistemology, not statistics: Replace significance tests by confidence intervals and quantify accuracy of risky numerical predictions
21. Readability and recall of short prose passages: A theoretical analysis
22. Modeling individual differences in students' learning strategies
23. How persuasive is a good fit? A comment on theory testing
24. Toward the knowledge level in SOAR: The role of architecture in the use of knowledge
25. Foundations of cognitive science
26. The roles of expertise, working memory capacity, and long-term memory retrieval in complex cognitive performance
27. Explanatory coherence
28. Student modeling