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https://doi.org/10.2498/cit.1002193

A New Model for Semiautomatic Student Source Code Assessment

Emil Stankov   ORCID icon orcid.org/0000-0003-4046-5227 ; Faculty of Computer Science and Engineering, University Ss. Cyril and Methodius,Skopje, Macedonia
Mile Jovanov   ORCID icon orcid.org/0000-0001-8540-7309 ; Faculty of Computer Science and Engineering, University Ss. Cyril and Methodius, Skopje
Ana Madevska Bogdanova ; Faculty of Computer Science and Engineering, University Ss. Cyril and Methodius, Skopje
Marjan Gusev ; Faculty of Computer Science and Engineering, University Ss. Cyril and Methodius, Skopje

Puni tekst: engleski, pdf (251 KB) str. 185-194 preuzimanja: 502* citiraj
APA 6th Edition
Stankov, E., Jovanov, M., Madevska Bogdanova, A. i Gusev, M. (2013). A New Model for Semiautomatic Student Source Code Assessment. Journal of computing and information technology, 21 (3), 185-194. https://doi.org/10.2498/cit.1002193
MLA 8th Edition
Stankov, Emil, et al. "A New Model for Semiautomatic Student Source Code Assessment." Journal of computing and information technology, vol. 21, br. 3, 2013, str. 185-194. https://doi.org/10.2498/cit.1002193. Citirano 25.02.2021.
Chicago 17th Edition
Stankov, Emil, Mile Jovanov, Ana Madevska Bogdanova i Marjan Gusev. "A New Model for Semiautomatic Student Source Code Assessment." Journal of computing and information technology 21, br. 3 (2013): 185-194. https://doi.org/10.2498/cit.1002193
Harvard
Stankov, E., et al. (2013). 'A New Model for Semiautomatic Student Source Code Assessment', Journal of computing and information technology, 21(3), str. 185-194. https://doi.org/10.2498/cit.1002193
Vancouver
Stankov E, Jovanov M, Madevska Bogdanova A, Gusev M. A New Model for Semiautomatic Student Source Code Assessment. Journal of computing and information technology [Internet]. 2013 [pristupljeno 25.02.2021.];21(3):185-194. https://doi.org/10.2498/cit.1002193
IEEE
E. Stankov, M. Jovanov, A. Madevska Bogdanova i M. Gusev, "A New Model for Semiautomatic Student Source Code Assessment", Journal of computing and information technology, vol.21, br. 3, str. 185-194, 2013. [Online]. https://doi.org/10.2498/cit.1002193

Sažetak
Programming courses at university and high school level, and competitions in informatics (programming), often require fast assessment of the received programming tasks solutions. This problem is usually solved by the use of automated systems that check the produced output for some test cases for every solution.

In this paper, we present a new model for semiautomatic student source codes assessment for a given programming task, based on our approach of representation of the program codes as vectors. It represents a human and computer collaborative effort. Our research on the use of these vectors in data mining analysis of the source codes, with the achieved excellent results on the number of correctly clustered items, is a solid foundation for the proposed model. At the end, we present the results of the preliminary testing of the model.

Ključne riječi
programming code; source code assessment; code similarity; clustering; human – computer collaboration

Hrčak ID: 110024

URI
https://hrcak.srce.hr/110024

Posjeta: 704 *