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Intelligent Production of Serious Games in Intelligent Tutoring Systems Based on Adaptive Workflows

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1102))

Abstract

We propose in this paper a new approach of designing of intelligent tutoring systems that is based on serious games and adaptive workflows. Our objective is to implement a system that allows the intervention of the human tutor to follow up the student progress and solve blocking situations. We also aim to motivate students and make learning fun and challenging through the implementation of serious games in the evaluation process.

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References

  1. Chan, T.W., Roschelle, J., Hsi, S., Kinshuk, Sharples, M., Brown, T., Soloway, E.: One-to-one technology-enhanced learning: an opportunity for global research collaboration. Res. Pract. Technol. Enhanced Learn. 1(1), 3–29 (2006)

    Google Scholar 

  2. C. Burn, Intelligent Tutoring Systems, Hillsdale (Lawrence Erlbaum Associates, NJ, 1988)

    Google Scholar 

  3. J.S. Derry, P.S. Lajoie, Computers as Cognitive tools (Lawrence Erlbaum Associates, New Jersey, 1993)

    Google Scholar 

  4. Butz, C.J., Hua, S., Maguire, R.B.: Aweb-based Bayesian Intelligent Tutoring System for, University of Regina (2006)

    Google Scholar 

  5. M. Zyda, From visual simulation to virtual reality to games. Computer 38(9), 25–32 (2005)

    Article  Google Scholar 

  6. Marfisi-Schottman, I.: Méthodologie, modèles et outils pour la conception de Learning Games. l’INSA de Lyon

    Google Scholar 

  7. Susi, T., Johannesson, M. et Backlund, P.: Serious Games: an Overview (2007)

    Google Scholar 

  8. Alvarez, J., Djaouti, D.: An introduction to serious game—definitions and concepts. In: Proceedings of Serious Games & Simulation for Risks Management Workshop, LARSEN Science (2011)

    Google Scholar 

  9. Charsky, D.: From edutainment to serious games: a change in the use of game characteristics. Games Culture. 5(2) (2010)

    Google Scholar 

  10. T.W. Malone, M.R. Lepper, Making learning fun: a taxonomy of intrinsic motivations for learning. Aptitude Learn Inst 3, 223–253 (1987)

    Google Scholar 

  11. Gee, J.P.: What video games have to teach us about learning and literacy (2003)

    Google Scholar 

  12. Tribune, C.: Standardized Testing will Limit Students’ Future (2010)

    Google Scholar 

  13. Fairtest: What’s Wrong with Standardized Tests? 22 May 2012. [Online]. Available: http://www.fairtest.org/facts/whatwron.htm

  14. K. Becker, J.R. Parker, The Guide to Computer Simulations (Wiley, Indianapolis, 2011)

    Google Scholar 

  15. C.H. Tan, K.C. Tan, A. Tay, Dynamic game difficulty scaling using adaptive behavior-based AI. IEEE Trans. Comput. Intell. AI Games 3(4), 289–301 (2011)

    Article  Google Scholar 

  16. Bellotti, F., Kapralos, B., Lee, K., Moreno-Ger, P., Berta, R.: Assessment in and of serious games: an overview. Adv. Hum.-Comput. Interact (2013)

    Google Scholar 

  17. T. Angelo, K.P. Cross, Classroom Assessment Techniques a Handbook for College (Jossey-Bass A Wiley Imprint, San Francisco, 1993)

    Google Scholar 

  18. Bouarab, D.F.: Modélisation basée ontologies pour l’apprentissage interactif-Application à l’évaluation des connaissances de l’apprenant (2010)

    Google Scholar 

  19. Mahdaoui, L., Boukhedouma, S., Alimazighi, Z.: Modélisation de processus e-Learning par les workflows

    Google Scholar 

  20. Vantroys, T., Peter, Y.: Un système de workflows flexible pour la formation ouverte et à distance, pp. 97–104 (2002)

    Google Scholar 

  21. Zhang, Y.F.: Modélisation de l’apprenant dans le cadre d’un environnement informatique pour l’apprentissage humain offrant des conseils personnalisés (2010)

    Google Scholar 

  22. Kolb, D.A.: LSI Learning-Style Inventory. McBer & Company (1985)

    Google Scholar 

  23. R.M. Felder, L.K. Silverman, Learning and teaching styles in engineering education. Engr. Educ. 78(7), 674–681 (1988)

    Google Scholar 

  24. G. Paquette, La modélisation par objets typés-une méthode de représentation pour les systèmes d’apprentissage et d’aide à la tâche. Sci. et techniques éducatives 3(1), 9–42 (1996)

    Article  Google Scholar 

  25. Schreiber, G.: Knowledge Engineering and Management: the Common KADS Methodology. MIT Press (2000)

    Google Scholar 

  26. Papanikolaou, K., Grigoriadou, M., Kornilakis, H., Magoulas, G.: Personalizing the Interaction in a Web-based Educational Hypermedia System: the Case of INSPIRE, User Modeling and User-adapted Interaction

    Google Scholar 

  27. Piombo, C.: Modélisation probabiliste du style d’apprentissage et application à l’adaptation de contenus pédagogiques indexés par une ontologie (2007)

    Google Scholar 

  28. Brusilovsky, P.: Adaptive hypermedia. In: User Modeling and User-Adapted Interaction, pp. 87–110 (2001)

    Google Scholar 

  29. Villanova-Oliver, M.: Adaptabilité dans les systèmes d’information sur le web: Modélisation et mise en oeuvre de l’accès progressif. Doctoral dissertation, Institute National Polytechnique de Grenoble-INPG (2002)

    Google Scholar 

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Correspondence to Mohammed Beyyoudh .

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Beyyoudh, M., Khalidi Idrissi, M., Bennani, S. (2020). Intelligent Production of Serious Games in Intelligent Tutoring Systems Based on Adaptive Workflows. In: Ezziyyani, M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2019). AI2SD 2019. Advances in Intelligent Systems and Computing, vol 1102. Springer, Cham. https://doi.org/10.1007/978-3-030-36653-7_16

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