Guidelines for developing explainable cognitive models

Proceedings of the 10th International Conference on Cognitive Modeling, ICCM 2010

Volumn , Issue , 2010, Pages 85-90

  Harbers, Maaike ^a,c   Broekens, Joost ^b   Van Den Bosch, Karel ^c   Meyer, John Jules ^a  

^a UTRECHT UNIVERSITY   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^c TNO   (Netherlands)

Author keywords

Cognitive modeling; Explanation; Task analysis; Virtual training

Indexed keywords

COGNITIVE MODEL; COGNITIVE MODELING; EXPLANATION; HUMAN BEHAVIORS; SIMULATION-BASED TRAINING; TASK ANALYSIS; VIRTUAL PLAYER; VIRTUAL TRAINING;

E-LEARNING; JOB ANALYSIS;

COGNITIVE SYSTEMS;

EID: 80053190534     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Bosch, K. Van den, Harbers, M., Heuvelink, A., & Van Doesburg, W. (2009). Intelligent agents for training on-board fire fighting. In Proc. of the 2nd internat. conf. on digital human modeling (p. 463-472). San Diago, CA: Springer Berlin/Heidelberg.
2. Broekens, J., Harbers, M., Hindriks, K., Bosch, K. Van den, Jonker, C., & Meyer, J.-J. (2010). Do you get it? User evaluated explainable AI. To appear.
3. Buchanan, G., & Seligman, M. (1995). Explanatory style. Erlbaum.
4. Core, M., Traum, T., Lane, H., Swartout, W., Gratch, J., & Van Lent, M. (2006). Teaching negotiation skills through practice and reflection with virtual humans. Simulation, 82(11), 685-701.
5. Dastani, M. (2008). 2APL: a practical agent programming language. Autonomous Agents and Multi-agent Systems, 16(3), 214-248.
6. Dennett, D. (1987). The intentional stance. MIT Press.
7. Gomboc, D., Solomon, S., Core, M. G., Lane, H. C., & Lent, M. van. (2005). Design recommendations to support automated explanation and tutoring. In Proc. of BRIMS 2005. Universal City, CA..
8. Harbers, M., Bosch, K. Van den, & Meyer, J.-J. (2009a). A methodology for developing self-explaining agents for virtual training. In Decker, Sichman, Sierra, & Castelfranchi (Eds.), Proc. of 8th int. conf. on autonomous agents and multiagent systems (aamas 2009) (p. 1129-1130). Budapest, Hungary.
9. Harbers, M., Bosch, K. Van den, & Meyer, J.-J. (2009b). A study into preferred explanations of virtual agent behavior. In Z. Ruttkay, M. Kipp, A. Nijholt, & H. Vilhjlmsson (Eds.), Proc. of IVA 2009 (p. 132-145). Amsterdam, Netherlands: Springer Berlin/Heidelberg.
10. Harbers, M., Bosch, K. Van den, & Meyer, J.-J. (2010). Design and evaluation of explainable agents. To appear.
11. Heider, F. (1958). The psychology of interpersonal relations. New York: John Wiley Sons.
12. Heuvelink, A. (2009). Cognitive models for training simulations. Unpublished doctoral dissertation, Vrije Universiteit Amsterdam, The Netherlands.
13. Hindriks, K. (2009). Multi-agent programming: Languages, tools and applications. In (p. 119-157). Springer.
14. Johnson, L. (1994). Agents that learn to explain themselves. In Proc. of the 12th nat. conf. on artificial intelligence (p. 1257-1263).
15. Keil, F. (2006). Explanation and understanding. Annual Reviews Psychology, 57, 227-254.
16. Kelley, H. (1967). Attribution theory in social psychology. In D. Levine (Ed.), Nebraska symposium on motivation (Vol. 15, p. 192-240). Lincoln: University of Nebraska Press.
17. Malle, B. (1999). How people explain behavior: A new theoretical framework. Personality and Social Psychology Review, 3(1), 23-48.
18. Norling, E. (2004). Folk psychology for human modelling: Extending the BDI paradigm. In Third internat. joint conf. on autonomous agents and multi agent systems (p. 202- 209). New York, USA.
19. Sardina, S., De Silva, L., & Padgham, L. (2006). Hierarchical planning in BDI agent programming languages: A formal approach. In Proceedings of aamas 2006. ACM Press.
20. Schraagen, J., Chipman, S., & Shalin, V. (Eds.). (2000). Cognitive task analysis. Mahway, New Jersey: Lawrence Erlbaum Associates.
21. Swartout, W., & Moore, J. (1993). Second-generation expert systems. In (p. 543-585). New York: Springer-Verlag.
22. Van Lent, M., Fisher, W., & Mancuso, M. (2004). An explainable artificial intelligence system for small-unit tactical behavior. In Proc. of IAAA 2004. Menlo Park, CA: AAAI Press.