Year: 2013
Type: Journal Article
Title: A New Model for Semiautomatic Student Source Code Assessment
Author: Stankov, Emil
Author: Jovanov, Mile
Author: Madevska Bogdanova, Ana
Author: Gusev, Marjan
Abstract: 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.
Publisher: Faculty of Electrical Engineering and Computing, Univ. of Zagreb
Relation: Journal of Computing and Information Technology
Identifier: oai:repository.ukim.mk:20.500.12188/271
Identifier: http://hdl.handle.net/20.500.12188/271Identifier: 10.2498/cit.1002193
Identifier: http://cit.fer.hr/index.php/CIT/article/view/2193/1604Identifier: 21
Identifier: 3
