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Cost estimation algorithm and decision-making model for curriculum modification in educational organization

Author

Listed:
  • Kushtina, Emma
  • Zaikin, Oleg
  • Rzewski, Przemyslaw
  • Malachowski, Bartlomiej

Abstract

The decision about curriculum modification usually takes place at the knowledge level, mainly with consideration of individual academic staff competences and qualifications. However, traditional approaches to cost estimation of curriculum modification are focused on material resources only. In this paper we present a cost estimation method and decision model for curriculum modification in educational organizations. The proposed method works at the knowledge level and employs competence sets as knowledge representation models in educational organizations. Authors used the theory of hierarchical, multilevel systems in order to define the model of the decision-making process of curriculum modification and its dimension. Basing on this and also using a fuzzy competence model the cost estimation algorithm in the form of a group competences expansion algorithm is proposed. The algorithm focuses on the cost of staff competence expansion caused by the knowledge development process.

Suggested Citation

  • Kushtina, Emma & Zaikin, Oleg & Rzewski, Przemyslaw & Malachowski, Bartlomiej, 2009. "Cost estimation algorithm and decision-making model for curriculum modification in educational organization," European Journal of Operational Research, Elsevier, vol. 197(2), pages 752-763, September.
    • Handle: RePEc:eee:ejores:v:197:y:2009:i:2:p:752-763
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    References listed on IDEAS

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    1. Chen, Ting-Yu, 2001. "Using competence sets to analyze the consumer decision problem," European Journal of Operational Research, Elsevier, vol. 128(1), pages 98-118, January.
    2. Yu, Po L. & Zhang, Dazhi, 1990. "A foundation for competence set analysis," Mathematical Social Sciences, Elsevier, vol. 20(3), pages 251-299, December.
    3. Lee A. Freeman, 2001. "Information Systems Knowledge: Foundations, Definitions, and Applications," Information Systems Frontiers, Springer, vol. 3(2), pages 249-266, June.
    4. Li, Jian-Ming & Chiang, Chin-I & Yu, Po-Lung, 2000. "Optimal multiple stage expansion of competence set," European Journal of Operational Research, Elsevier, vol. 120(3), pages 511-524, February.
    5. J. W. Feng & P. L. Yu, 1998. "Minimum Spanning Table and Optimal Expansion of Competence Set," Journal of Optimization Theory and Applications, Springer, vol. 99(3), pages 655-679, December.
    6. Sanchez, Ron, 2004. "Understanding competence-based management: Identifying and managing five modes of competence," Journal of Business Research, Elsevier, vol. 57(5), pages 518-532, May.
    7. Kwak, N. K. & Lee, Changwon, 1998. "A multicriteria decision-making approach to university resource allocations and information infrastructure planning," European Journal of Operational Research, Elsevier, vol. 110(2), pages 234-242, October.
    8. Gomez, T. & Gonzalez, M. & Luque, M. & Miguel, F. & Ruiz, F., 2001. "Multiple objectives decomposition-coordination methods for hierarchical organizations," European Journal of Operational Research, Elsevier, vol. 133(2), pages 323-341, January.
    9. Zaikin, Oleg & Kushtina, Emma & Rozewski, Przemyslaw, 2006. "Model and algorithm of the conceptual scheme formation for knowledge domain in distance learning," European Journal of Operational Research, Elsevier, vol. 175(3), pages 1379-1399, December.
    10. Alexander, Nicola A., 2000. "The missing link: an econometric analysis on the impact of curriculum standards on student achievement," Economics of Education Review, Elsevier, vol. 19(4), pages 351-361, October.
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