Using latent semantic analysis to identify similarities in source code to support program understanding
JI Maletic, A Marcus - … on tools with artificial intelligence. ICTAI …, 2000 - ieeexplore.ieee.org
… By applying LSA to source code and its associated … similarity measures. A number of
metrics are defined based on these similarity measures to help support program understanding. …
metrics are defined based on these similarity measures to help support program understanding. …
Deep learning similarities from different representations of source code
… The goal of this study is to investigate whether source code similarity can be learned from
different kinds of program representations, with the purpose of understanding whether one can …
different kinds of program representations, with the purpose of understanding whether one can …
[HTML][HTML] A comparison of code similarity analysers
… In this paper, we fill the gap by presenting the largest extant study on source code similarity
that covers the … from reverse engineering by making it difficult or impossible to understand. …
that covers the … from reverse engineering by making it difficult or impossible to understand. …
Detecting source code similarity using code abstraction
… who need to look into the source code for understanding. Thus, we believe annotation should
not intervene the similarity measure for the source code programs. Deleting annotations in …
not intervene the similarity measure for the source code programs. Deleting annotations in …
Explanation in code similarity investigation
O Karnalim - IEEE Access, 2021 - ieeexplore.ieee.org
… An obvious example of this in programming is source code comments, which are generally
easier to understand than the code itself. In light of this benefit, several studies automatically …
easier to understand than the code itself. In light of this benefit, several studies automatically …
An empirical study of the textual similarity between source code and source code summaries
PW McBurney, C McMillan - Empirical Software Engineering, 2016 - Springer
… the similarity of those summaries to source code. This study found that the similarity to a
method’s source code … to better understand the relationships that exist between source code and …
method’s source code … to better understand the relationships that exist between source code and …
Towards learning (dis)-similarity of source code from program contrasts
… Understanding the functional (dis)-similarity of source code is significant for code modeling
tasks such as software vulnerability and code … We present DISCO (DISsimilarity of COde), a …
tasks such as software vulnerability and code … We present DISCO (DISsimilarity of COde), a …
Identification of high-level concept clones in source code
A Marcus, JI Maletic - … conference on automated software …, 2001 - ieeexplore.ieee.org
… the semantic similarity measure between source code documents described earlier. These
… have for source code understanding. By lowering the threshold for defining the similarity, we …
… have for source code understanding. By lowering the threshold for defining the similarity, we …
Semantic clustering: Identifying topics in source code
… of source code are overlooked. To understand software as a whole, we need to enrich software
analysis with the … We use this similarity measurement to identify topics in the source code. …
analysis with the … We use this similarity measurement to identify topics in the source code. …
Source-code similarity detection and detection tools used in academia: a systematic review
… transformations” [160] and “A plagiarized program can be defined as a program that has
been produced from another program without a detailed understanding of the source code” [98]. …
been produced from another program without a detailed understanding of the source code” [98]. …
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- source code summarization
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