Ginés Gárcia-Mateos
ABSTRACT
High dropout rates are commonly the main problem we must face in Computer Science degrees. There are two main causes of dropout: the implicit complexity of the matter, and a lack of motivation among students. The second-year programming course of our university suffered dropout rates of over 70% of the more than three hundred enrolled students. In order to overcome this problem, we have adopted a new teaching methodology based on two key ideas: replacing the traditional final exam with a series of activities in a continuous evaluation context; and making those activities more appealing to the students. In particular, most of the activities are designed as on-line programming competitions; they are carried out by using a web-based automatic evaluation system, the on-line judge. Experimental results show the high effectiveness of the proposed approach. On average, the dropout rate decreased to 45% while the pass rate doubled. Some strategies are used to ensure the authorship of the programs and to detect source code plagiarism.
- Bloom, B. S.: Taxonomy of Educational Objectives: The Classification of Educational Goals. Handbook I, Cognitive Domain. New York: David McKay (1956)Google Scholar
- Bowring, J. F.: A New Paradigm for Programming Competitions. SIGCSE Bull. 40 (1): 87--91 (2008) Google ScholarDigital Library
- Cebrian, M., Alfonseca, M., Ortega, A.: AC: An Integrated Source Code Plagiarism Detection Environment. In: CoRR abs/cs/0703136 (2007)Google Scholar
- Clavel, M., Duran, F., Eker, S., Lincoln, P., Marti-Oliet, N., Meseguer, J., Talcott, C.: All About Maude -- A High-Performance Logical Framework. LNCS Vol. 4350 (2007) Google ScholarDigital Library
- ECTS -- European Credit Transfer and Accumulation System, European Commission 2003. http://ec.europa.eu/education/programmes/socrates/ects/index_en.htmlGoogle Scholar
- Guerreiro, P., Georgouli, K.: Enhancing Elementary Programming Courses Using E-learning with a Competitive Attitude. International Journal of Internet Education (2008)Google Scholar
- Guerreiro, P., Georgouli, K.: Combating Anonymousness in Populous CS1 and CS2 Courses. In: Proc. ITICSE 2006, 8--12 (2006) Google ScholarDigital Library
- Leal, J. P., Silva, F. M. A.: Mooshak: a Web-based, Multi-site, Programming Contest System. Software-Practice, and Exper., 33(6) 567--581 (2003) Google ScholarDigital Library
- Robins, A., Rountree, J., Rountree, N.: Learning and Teaching Programming: A Review and Discussion. Computer Science Education, 13(2) 137--172 (2003)Google ScholarCross Ref
- Vrasidas, C.: Issues of pedagogy and design in e-learning systems. ACM symposium on Applied computing, 911--915 (2004) Google ScholarDigital Library
- Winslow, L. E.: Programming Pedagogy -- a Psychological Overview. SIGCSE, 28: 17--22 (1996) Google ScholarDigital Library
Index Terms
- A course on algorithms and data structures using on-line judging
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A course on algorithms and data structures using on-line judging
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