An Agent Based approach to design Serious Game

Manuel Gentile, Dario La Guardia, Valentina Dal Grande, Simona Ottaviano, Mario Allegra

Abstract


Serious games are designed to train and educate learners, opening up new learning approaches like exploratory learning and situated cognition.  Despite growing interest in these games, their design is still an artisan process.

On the basis of experiences in designing computer simulation, this paper proposes an agent-based approach to guide the design process of a serious game. The proposed methodology allows the designer to strike the right equilibrium between educational effectiveness and entertainment, realism and complexity.

The design of the PNPVillage game is used as a case study. The PNPVillage game aims to introduce and foster an entrepreneurial mindset among young students. It was implemented within the framework of the European project “I  can… I cannot… I go!” Rev.2


Keywords


Serious Game Design; Agent Based Social Simulation; Entrepreneurship Education

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References


Rieber, L. P. (1996). Seriously considering play: Designing interactive learning environments based on the blending of microworlds, simulations, and games. Educational Technology Research and Development, 44(2), 43–58. doi:10.1007/BF02300540

Rutten, N., van Joolingen, W. R., & van der Veen, J. T. (2012). The learning effects of computer simulations in science education. Computers & Education, 58(1), 136–153. doi:10.1016/j.compedu.2011.07.017

Merchant, Z., Goetz, E. T., Cifuentes, L., Keeney-Kennicutt, W., & Davis, T. J. (2014). Effectiveness of virtual reality-based instruction on students’ learning outcomes in K-12 and higher education: A meta-analysis. Computers & Education, 70, 29–40. doi:10.1016/j.compedu.2013.07.033

Kincaid, J. P., & Westerlund, K. K. (2009). Simulation in education and training. Proceedings of the 2009 Winter Simulation Conference (WSC), 273–280. doi:10.1109/WSC.2009.5429337

Garris, R., Ahlers, R., & Driskell, J. E. (2002). Games, Motivation, and Learning: A Research and Practice Model. Simulation & Gaming, 33(4), 441–467. doi:10.1177/1046878102238607

De Freitas, S. I. (2006). Using games and simulations for supporting learning. Learning, Media and Technology, 31(4), 343–358. doi:10.1080/17439880601021967

Charsky, D. (2010). From Edutainment to Serious Games: A Change in the Use of Game Characteristics. Games and Culture, 5(2), 177–198. doi:10.1177/1555412009354727

Prensky, M. (2003). Digital game-based learning. Computers in Entertainment. doi:10.1145/950566.950596

Watkins, R., Leigh, D., Foshay, R., & Kaufman, R. (1998). Kirkpatrick plus: Evaluation and continuous improvement with a community focus. … Technology Research and …. Retrieved from http://link.springer.com/article/10.1007/BF02299676

Gloria, A. De, Bellotti, F., Berta, R., & Lavagnino, E. (2014). Serious Games for education and training. International Journal of Serious Game, 1(1).

Abt, C. C. (1970). Serious Games. Viking Press.

Papastergiou, M. (2009). Digital Game-Based Learning in high school Computer Science education: Impact on educational effectiveness and student motivation. Computers & Education, 52(1), 1–12. doi:10.1016/j.compedu.2008.06.004

Kriz, W. C., 2003. Creating Effective Learning Environments and Learning Organizations through Gaming Simulation Design. Simul. Gaming, 34(4), 495–511. doi:10.1177/1046878103258201.

Marfisi-Schottman, I., George, S., Frank, T.-B., 2010. Tools and Methods fo Efficiently Designing Serious Games. Proceedings of ECGBL 2010 The 4th European Conference on Games Based Learning. p. 226-234. , Danish School of Education Aarhus University, Copenhagen, Denmark.

Conte, R., Gilbert, N., & Sichman, J., 1998. MAS and social simulation: A suitable commitment. In J. Sichman, R. Conte, & N. Gilbert (Eds.), Proceedings 1st. international workshop on multi-agent based simulation (Vol. 1534, p. 1-9). Berlin: Springer.

Marne, B., Wisdom, J., Huynh-Kim-Bang, B., & Labat, J.-M., 2012. The Six Facets of Serious Game Design: A Methodology Enhanced by Our Design Pattern Library. In A. Ravenscroft, S. Lindstaedt, C. Kloos, & D. Hernández-Leo (Eds.), 21st Century Learning for 21st Century Skills SE - 17 (Vol. 7563, pp. 208–221). Springer Berlin Heidelberg. doi:10.1007/978-3-642-33263-0_17.

Gilbert, N. (2004). Agent-based social simulation : dealing with complexity. The Complex Systems Network of Excellence, 9, 1–14. doi:10.4114/ia.v9i25.771

Westera, W., Nadolski, R. J., Hummel, H. G. K., & Wopereis, I. G. J. H., 2008. Serious games for higher education: a framework for reducing design complexity. Journal of Computer Assisted Learning, 24(5), 420–432. doi:10.1111/j.1365-2729.2008.00279.x.

Cannon, H. M. & Friesen, D. P., 2010. The simplicity paradox: Another look at complexity in Design of simulations and experiential learning. Developments in Simulation and Experiential Learning , Vol. 37, Reprinted in the Bernie Keys Library [Available from http://ABSEL.org].

Axelrod, R. (1997). Advancing the art of simulation in the social sciences. Complexity, 3, 16–22. doi:10.1002/(SICI)1099-0526(199711/12)3:2<16::AID-CPLX4>3.0.CO;2-K

Epstein, J. M. (2007). Generative Social Science. (Princeton University Press, Ed.).

Verlag.Salamon, T. (2011). Design of Agent-Based Model : Developing Computer Simulations for a Better Understanding of Social Processes. Repin, Czech Republic: Bruckner Publishing.

Drogoul A.,Vanbergue D., Meurisse T., 2003. Multi-agent Based Simulation: Where Are the Agents? In Multi-Agent-Based Simulation II, Lecture Notes in Computer Science Volume 2581, 2003, pp 1-15.

Gentile, M., Paolucci, M., & Sacile, R., 2004. Agent-Based Simulation. Agent-Based Manufacturing and Control Systems (pp. 119–151). CRC Press. doi:doi:10.1201/9780203492666.ch4.

Epstein, J. M. (1999). Agent-based computational models and generative social science. Complexity, 4(5), 41–60. doi:10.1002/(SICI)1099-0526(199905/06)4:5<41::AID-CPLX9>3.0.CO;2-F

Schelling, T. (1971). Dynamic models of segregation†. Journal of Mathematical Sociology. Retrieved from http://www.tandfonline.com/doi/abs/10.1080/0022250X.1971.9989794

Schelling, T. C. (1978). Micromotives and Macrobehavior. Public Policy, 252. doi:10.2307/2989930

Lopez-Paredes, a., Edmonds, B., & Klugl, F. (2012). Special Issue: Agent Based Simulation of Complex Social Systems. Simulation, 88(1), 4–6. doi:10.1177/0037549711433392

Gentile, M., Paolucci, M., & Sacile, R., 2004. Agent-Based Simulation. Agent-Based Manufacturing and Control Systems (pp. 119–151). CRC Press. doi:doi:10.1201/9780203492666.ch4.

Allegra M., La Guardia D., Ottaviano S., Dal Grande V., Gentile M. , 2013 in press. A Serious Game to Promote and Facilitate Entrepreneurship Education for Young Students. The 2013 International Conference on Education and Educational Technologies July 16-19, 2013, Rhodes (Rodos) Island, Greece.

Tesfatsion L., Judd K. L., 2006. "Handbook of Computational Economics," Handbook of Computational Economics, Elsevier, 1, 2, 2.

Faria, A. J., 2001. The Changing Nature of Business Simulation/ Gaming Research: A Brief History. Simulation & Gaming, 32(1), 97–110. Retrieved from http://sag.sagepub.com/cgi/content/long/32/1/97.

Gentile M., La Guardia D., Dal Grande V., Ottaviano S., Allegra M., 2013 in press. An Agent Based Methodology to Design Serious Game in Social Field, in International Conference “The Games and Learning Alliance Conference” (GALA), 23/25 October 2013, Paris.




DOI: http://dx.doi.org/10.17083/ijsg.v1i2.17

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