• Title/Summary/Keyword: 기계인간

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Improvement of BigCloneBench Using Tree-Based Convolutional Neural Network (트리 기반 컨볼루션 신경망을 이용한 BigCloneBench 개선)

  • Park, Gunwoo;Hong, Sung-Moon;Kim, Hyunha;Doh, Kyung-Goo
    • Journal of Software Assessment and Valuation
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    • v.15 no.1
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    • pp.43-53
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    • 2019

  • BigCloneBench has recently been used for performance evaluation of code clone detection tool using machine learning. However, since BigCloneBench is not a benchmark that is optimized for machine learning, incorrect learning data can be created. In this paper, we have shown through experiments using machine learning that the set of Type-4 clone methods provided by BigCloneBench can additionally be found. Experimental results using Tree-Based Convolutional Neural Network show that our proposed method is effective in improving BigCloneBench's dataset.

  • https://doi.org/10.29056/jsav.2019.06.05 인용