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Marking Automation, Static code analysis, test-based similarity, Edit -…
Marking Automation
Deep learning
H. Peng,[8]
C. Piech[9]
L. Mou[10]
R. Alur [11]
R. Singh [12]
Alur et al. [11]
Singh et al [12]
Gulwani et al[13]
Static code analysis
Pseudocode base approach
Khirulnizam Abd Rahman[28],
Tiantian Wang [29]
Matrices based analysis
Nghi Truong [27]
FindBugs [16]
PMD Project
Cyrille Artho [17]
CheckStyle [19]
Thiemo Morth[20]
Andreas Hoffmann[21]
Susanne J[22]
Jaime Spacco[23]
Andreas Zeller [24]
Anuj Shah [25]
test-based similarity
J. Huang[5]
A. Nguyen[6]
E. L. Glassman[7]
Edit - distance based Approach
K. Rivers and K. Koedinger[4]
S. Gross[3],
Machine Learning
Clustering approaches
Srikant and Aggarwal [14]
Syntax Graph-based approaches
Carsten Köllmann[32]
Alex Gerdes [26],
Natural Language Based solutions
Qlose [34]
Sebastian Gross [1]
CoderAssist[2]
Sarfgen[39]
CNN
Sk_P[33]