Semantic networks -based teachable agents in an educational game

WSEAS Transactions on Computers

Volumn 8, Issue 4, 2009, Pages 641-650

  Ketamo, Harri ^a  

^a SATAKUNTA UNIVERSITY OF APPLIED SCIENCES   (Finland)

Author keywords

Conceptual learning; Game AI; Reinforcement learning; Semantic networks; Serious games

Indexed keywords

COGNITIVE PSYCHOLOGY; CONCEPTUAL CHANGE; CONCEPTUAL LEARNING; DESIGN PHASE; EDUCATIONAL GAME; EVALUATION PHASE; GAME AI; SEMANTIC NETWORK; SEMANTIC NETWORKS; SERIOUS GAMES; TEACHABLE AGENTS; TWO PHASIS;

ARTIFICIAL INTELLIGENCE; GAME THEORY; REINFORCEMENT; REINFORCEMENT LEARNING; SEMANTICS;

EDUCATION;

EID: 68049084429     PISSN: 11092750     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (25)

1. Resnick, L.B. Introduction. In L.B. Resnick (ed.). Knowing, learning and instruction: Essays in honor of Robert Glaser. Hillsdale, USA: Lawrence Erlbaum, 1989, pp. 1-24.
2. Phillips, D.C. How, why, what, when, and where: Perspectives on constructivism in psychology and education. Issues in Education, vol 3, 2, 1997, pp. 151-194.
3. Papert, S. Logo Philosopy and Implementation. Logo Computer Systems Inc, 1999.
4. Vosniadou, S. Conceptual change approach and its re-framing. In Vosniadou, S., Baltas, A. & Vamvakoussi, X., (Eds), Re-Framing the Conceptual Change Approach in Learning and Instruction. Oxford: Elsevier Press, 2007, pp. 1-15.
5. Sowa, J.F. Semantic networks. In Shapiro, S.C. (ed.) Encyclopedia of Artificial Intelligence, Wiley, New York, 1987
6. Sowa, J.F. Conceptual Graphs. In van Harmelen, F., Lifschitz, V., & Porter, B. (eds) Handbook of Knowledge Representation, Elsevier, 2008, pp. 213-237.
7. Shuklin, D.E. The Structure of a Semantic Neural Network Realizing Morphological and Syntactic Analysis of a Text, Journal Cybernetics and Systems Analysis, vol 37,5, 2001, pp.770-776.
8. Geva, A.B. & Peled, A. Simulation of cognitive disturbances by a dynamic threshold semantic neural network, Journal of the International Neuropsychological Society, vol 6,5, 2000, pp.608-619.
9. Ketamo, H. & Suominen, M. Learning-by-Teaching in Educational Games. In proceedings of Ed-Media 2008. 30.6.-4.7.2008, Vienna, Austria., pp. 2954-2963.
10. Kiili, K. & Ketamo, H. Exploring the Learning Mechanism in Educational Games. Journal of Computing and Information Technology, vol. 15,4, 2007, pp. 319-324.
11. Scott, B. The Illusion of Intelligence. In Rabin, S. (ed.) AI Game Programming Wisdom. Massachusetts: Charles River Media, 2002, pp. 16-20.
12. Liden, L. Artificial Stupidity: The Art of Intentional Mistakes. In Rabin, S. (ed.) AI Game Programming Wisdom II. Massachusetts: Charles River Media, 2003, pp. 41-49.
13. Reye, J. Student Modelling based on Belief Networks. International Journal of Artificial Intelligence in Education, vol 14,2004, pp. 63-96.
14. Kim, K.M., Hong, J.H. & Cho, S.B. A semantic Bayesian network approach to retrieving information with intelligent conversational agents. Information Processing & Management, Vol 43,1, 2007, pp. 225-236
15. Bowling, M., Furnkranz, J., Graepel, T. & Musick, R. Machine learning and games. Machine Learning, vol 63, 2006, pp. 211-215.
16. Houlette, R. Player Modeling for Adaptive Games. In Rabin, S. (ed.) AI Game Programming Wisdom II. Massachusetts: Charles River Media, 2003, pp. 557-567.
17. Mukkamala, S., Xu, D. & Sung, A.H. Intrusion Detection Based on Behavior Mining and Machine Learning Techniques. Lecture Notes in Computer Science. Springer Berlin/Heidelberg, 2006, pp 619-628.
18. Kuo Y.H., Huang, Y.M., Chen, J.N. & Jeng, Y.L. Extended Real-Time Learning Behavior Mining. In proceedings of Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05), 2005, pp 440-441.
19. Hietala, P. & Niemenrepo, T. The Competence of Learning Companion Agents. International Journal of Artificial Intelligence in Education, vol 9, 1998, pp. 178-192.
20. Vogt, P. The emergence of compositional structures in perceptually grounded language games. Artificial Intelligence, vol 167, 2005, pp. 206-242.
21. Biswas, G., Leelawong, K., Schwartz, D., Vye, N. Learning by Teaching: A New Agent Paradigm for Educational Software. Applied Artificial Intelligence, vol 19,3-4, 2005, pp. 363-392.
22. El-Bakry, H.M. & Mastorakis, N. Realization of E-University for Distance Leanring. WSEAS Transactions on Computers, vol 8,1, 2009, pp. 48-62.
23. Borges, A.M., Corniel, M., Gil, R. & Contreras, L. Towards a Study Opportunities Recommender System in Ontological Principles-based on Semantic Web Environment. WSEAS Transactions on Computers, vol 8,2, 2009, pp. 279-291.
24. Grubisic, A., Stankov, S. & Zitko, B. Experiment Replication and Meta-Analysis in Evaluation of Intelligent Tutoring System's Effectiveness. WSEAS Transactions on Computers, vol 7,4, 2008, pp. 304-315.
25. Loomis, J. & Blascovich, J. Immersive virtual environment technology as a basic research tool in psychology. Behavioral Research Method, Instruments, & Computers, vol 31, 1999, pp. 557-564.