Logic Error Detection Algorithm for Novice Programmers based on Structure Pattern and Error Degree

In recent years, the importance of programming skills is increasing due to advances in information and communication technologies. However, the difficulty involved in learning programming is a major problem for novices. Therefore, we propose a logic error detection algorithm based on structure patte...

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Bibliographic Details
Published in2018 9th International Conference on Awareness Science and Technology (iCAST) pp. 297 - 301
Main Authors Yoshizawa, Yuto, Watanobe, Yutaka
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2018
Subjects
Detection algorithms
e-Learning
Education
Information and communication technology
Logic Error Detection
Programming Education
Programming profession
Semantics
Syntactics
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Summary:In recent years, the importance of programming skills is increasing due to advances in information and communication technologies. However, the difficulty involved in learning programming is a major problem for novices. Therefore, we propose a logic error detection algorithm based on structure pattern and error degree. Structure pattern is an index of similarity based on abstract syntax trees, and error degree is a measure of appropriateness for feedback. In the present paper, we define structure pattern and error degree and present the proposed algorithm method. Implementation and experimentation using actual data are also considered.
ISSN:2325-5994
DOI:10.1109/ICAwST.2018.8517171