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Authors: Yuanyuan Li ; Yu Sheng ; Lei Xiao and Fu Wang

Affiliation: Central South University, China

Keyword(s): Similarity Detection, Structure-Metric, GST Algorithm, Sub-Graph Isomorphism.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Computer-Supported Education ; e-Learning ; e-Learning in Engineering Education ; e-Learning Platforms ; Enterprise Information Systems ; Information Technologies Supporting Learning ; Intelligent Tutoring Systems ; Learning/Teaching Methodologies and Assessment ; Simulation and Modeling ; Simulation Tools and Platforms ; Ubiquitous Learning ; Virtual Labs and Virtual Classrooms

Abstract: Code similarity detection has been studied for several decades, which are prevailing categorized into attributecounting and structure-metric. Due to the one fold validity of attribute-counting for full replication, mature systems usually use the GST string matching algorithm to detect code structure. However, the accuracy of GST is vulnerable to interference in code similarity detection. This paper presents a code similarity detection method combining string matching and sub-graph isomorphism. The similarity is calculated with the GST algorithm. Then according to the similarity, the system determines whether further processing with the sub-graph iIsomorphism algorithm is required. Extensive experimental results illustrate that our method significantly enhances the efficiency of string matching as well as the accuracy of code similarity detecting.

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Paper citation in several formats:
Li, Y.; Sheng, Y.; Xiao, L. and Wang, F. (2015). A Similarity Detection Platform for Programming Learning. In Proceedings of the 7th International Conference on Computer Supported Education - CSEDU, ISBN 978-989-758-107-6; ISSN 2184-5026, pages 480-485. DOI: 10.5220/0005490304800485

@conference{csedu15,
author={Yuanyuan Li. and Yu Sheng. and Lei Xiao. and Fu Wang.},
title={A Similarity Detection Platform for Programming Learning},
booktitle={Proceedings of the 7th International Conference on Computer Supported Education - CSEDU,},
year={2015},
pages={480-485},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005490304800485},
isbn={978-989-758-107-6},
issn={2184-5026},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Computer Supported Education - CSEDU,
TI - A Similarity Detection Platform for Programming Learning
SN - 978-989-758-107-6
IS - 2184-5026
AU - Li, Y.
AU - Sheng, Y.
AU - Xiao, L.
AU - Wang, F.
PY - 2015
SP - 480
EP - 485
DO - 10.5220/0005490304800485

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