An Improvement Method of User Operations using Decision Tree on Project Manager Skill-up Simulator

Minami Otsuki, Masanori Akiyoshi, Masaki Samejima

Abstract

Project managers of software development need to perform various operations such as overtime directive or supervising action. We have developed a simulator for improving such skills, but the simulator has not provided a feedback mechanism of evaluation of the operations to project managers yet. In order to evaluate user operations, our proposed method generates various operations by agent programs and builds a decision tree to judge where the user operations are classified fromevaluation viewpoints. Based on the derived decision tree, the point of improvement on user operations is induced. Our experimental result shows the proposed method is effective.

References

  1. Thomas, J. and Mengel, T. (2008). Preparing project managers to deal with complexity - Advanced project management education. International Journal of Project Management, 26(3), 304-315.
  2. Thomas, J.W. (2000). A Review of Research on ProjectBased Learning. San Rafael, CA: Autodesk Foundation.
  3. Henry, T.R. and LaFrance, J. (2006). Integrating role-play into software engineering courses. J. of Computing Sciences in Colleges, 22(2), 32-38.
  4. Iwai, K., Akiyoshi, M., Samejima, M., and Morihisa, H. (2011). A Situation-dependent Scenario Generation Framework for Project Management Skill-up Simulator. In Proceedings of the 6th International Conference on Software and Data Technologies, 408-412.
  5. Babu, A. J. G. and Suresh, N. (1996). Project management with time, cost, and quality considerations. European Journal of Operational Research, 88(2), 320-327.
  6. Witten, I.H., and Frank, E. (2005). Data Mining: Practical Machine Learning Tools and Techniques, Second Edition, Morgan Kaufmann.
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Paper Citation


in Harvard Style

Otsuki M., Akiyoshi M. and Samejima M. (2012). An Improvement Method of User Operations using Decision Tree on Project Manager Skill-up Simulator . In Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2012) ISBN 978-989-8565-31-0, pages 158-163. DOI: 10.5220/0004131901580163


in Bibtex Style

@conference{kmis12,
author={Minami Otsuki and Masanori Akiyoshi and Masaki Samejima},
title={An Improvement Method of User Operations using Decision Tree on Project Manager Skill-up Simulator},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2012)},
year={2012},
pages={158-163},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004131901580163},
isbn={978-989-8565-31-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2012)
TI - An Improvement Method of User Operations using Decision Tree on Project Manager Skill-up Simulator
SN - 978-989-8565-31-0
AU - Otsuki M.
AU - Akiyoshi M.
AU - Samejima M.
PY - 2012
SP - 158
EP - 163
DO - 10.5220/0004131901580163