Model-based Learning Assessment Management

Antonello Calabrò, Francesca Lonetti, Eda Marchetti, Sarah Zribi, Tom Jorquera

Abstract

Model-based simulation and monitoring are becoming part of advanced learning environments. In this paper, we propose a model-based simulation and monitoring framework for management of learning assessment and we describe its architecture and main functionalities. The proposed framework allows user-friendly learning simulation with a strong support for collaboration and social interactions. Moreover, it monitors the learners’ behavior during simulation execution and it is able to compute the learning scores useful for the learner knowledge assessment. The preliminary experimental feedback of the evaluation of the simulation and monitoring framework inside a real environment is also reported.

References

  1. (2015). Activiti BPM Platform. http://activiti.org/.
  2. Adesina, A. and Molloy, D. (2010). Capturing and monitoring of learning process through a business process management (bpm) framework. In Proc. of 3rd International Symposium for Engineering Education.
  3. Ali, L., Hatala, M., Gas?evic, D., and Jovanovic, J. (2012). A qualitative evaluation of evolution of a learning analytics tool. Computers & Education, 58(1):470-489.
  4. Anderson, P. H. and Lawton, L. (2008). Business simulations and cognitive learning: Developments, desires, and future directions. Simulation & Gaming.
  5. Bertoli, P., Dragoni, M., Ghidini, C., Martufi, E., Nori, M., Pistore, M., and Di Francescomarino, C. (2013). Modeling and monitoring business process execution. In Proc. of Service-Oriented Computing, pages 683-687. Springer.
  6. Blumschein, P., Hung, W., and Jonassen, D. H. (2009). Model-based approaches to learning: Using systems models and simulations to improve understanding and problem solving in complex domains. Sense Publishers.
  7. Brocke, J. v. and Rosemann, M. (2014). Handbook on business process management 1: Introduction, methods, and information systems.
  8. Calabrò, A., Lonetti, F., and Marchetti, E. (2015a). Kpi evaluation of the business process execution through event monitoring activity. In Proc. of Third International Conference on Enterprise Systems.
  9. Calabrò, A., Lonetti, F., and Marchetti, E. (2015b). Monitoring of business process execution based on performance indicators. In Proc. of 41st Euromicro-SEAA, pages 255-258.
  10. Clark, R. C. and Mayer, R. E. (2011). E-learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning. John Wiley & Sons.
  11. Crookall, D. (2010). Serious games, debriefing, and simulation/gaming as a discipline. Simulation & gaming, 41(6):898-920.
  12. Jansen-Vullers, M. and Netjes, M. (2006). Business process simulation-a tool survey. In Workshop and Tutorial on Practical Use of Coloured Petri Nets and the CPN Tools, Aarhus, Denmark, volume 38.
  13. Kapp, K. M. (2012). The gamification of learning and instruction: game-based methods and strategies for training and education. John Wiley & Sons.
  14. LearnPAd. Model-Based Social Learning for Public Administrations European Project (EU FP7-ICT-2013- 11/619583). http://www.learnpad.eu/.
  15. Maggi, F. M., Montali, M., Westergaard, M., and Van Der Aalst, W. M. (2011). Monitoring business constraints with linear temporal logic: An approach based on colored automata. In Business Process Management, pages 132-147. Springer.
  16. Zribi, S., Calabrò, A., Lonetti, F., Marchetti, E., Jorquera, T., and Lorré, J.-P. (2016a). Design of a simulation framework for model-based learning. In Proc. of Modelsward.
  17. Zribi, S., Jorquera, T., and Lorré, J.-P. (2016b). Towards a flexible gamification model for an interoperable elearning business process simulation platform. In Proc. of I-ESA.
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Paper Citation


in Harvard Style

Calabrò A., Lonetti F., Marchetti E., Zribi S. and Jorquera T. (2016). Model-based Learning Assessment Management . In Proceedings of the 4th International Conference on Model-Driven Engineering and Software Development - Volume 1: LMCO, (MODELSWARD 2016) ISBN 978-989-758-168-7, pages 743-752


in Bibtex Style

@conference{lmco16,
author={Antonello Calabrò and Francesca Lonetti and Eda Marchetti and Sarah Zribi and Tom Jorquera},
title={Model-based Learning Assessment Management},
booktitle={Proceedings of the 4th International Conference on Model-Driven Engineering and Software Development - Volume 1: LMCO, (MODELSWARD 2016)},
year={2016},
pages={743-752},
publisher={SciTePress},
organization={INSTICC},
doi={},
isbn={978-989-758-168-7},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 4th International Conference on Model-Driven Engineering and Software Development - Volume 1: LMCO, (MODELSWARD 2016)
TI - Model-based Learning Assessment Management
SN - 978-989-758-168-7
AU - Calabrò A.
AU - Lonetti F.
AU - Marchetti E.
AU - Zribi S.
AU - Jorquera T.
PY - 2016
SP - 743
EP - 752
DO -