Keyword|labeled self|admitted technical debt and static code ...

Keyword-labeled self-admitted technical debt and static code ...

We investigated the relationship between KL-SATD from source code comments and reports from the highly popular industrial program analysis tool SonarQube.

Keyword-labeled self-admitted technical debt and static code ...

Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap. Rantala, Leevi. SPRINGER NEW YORK LLC.

Keyword-labeled self-admitted technical debt and static code ...

Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap ... Abstract Technical debt presents sub- ...

(PDF) Keyword-labeled self-admitted technical debt and static code ...

comments using a speciﬁc keyword such as “TODO,” “FIXME,” and “HACK.” ... lead to a rise in the complexity of the software. ... SonarQube. They did ...

Keyword-labeled self-admitted technical debt and static code ...

Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap · Abstract · Fields of Science · Access to ...

Dataset for Keyword-Labeled Self-Admitted Technical Debt and ...

Dataset for Keyword-Labeled Self-Admitted Technical Debt and Static Code Analysis have Significant Relationship but Limited Overlap.

SATDAUG -- A Balanced and Augmented Dataset for Detecting Self ...

Abstract:Self-admitted technical debt (SATD) refers to a form of technical debt in which developers explicitly acknowledge and document the ...

Who (Self) Admits Technical Debt? - IEEE Xplore

Abstract: Self-Admitted Technical Debt (SATD) are comments, left by developers in the source code or elsewhere, aimed at describing the presence of TD, ...

Identifying self-admitted technical debt in open source projects using ...

Our proposed approach can be used by project personnel to effectively identify SATD with minimal manual effort. Keywords Technical debt · Source code comments · ...

An Empirical Study on the Removal of Self-Admitted Technical Debt

... Previous studies on SATD focused mostly on using source code comments to this purpose [1, 5, 7,10]. For example, developers use terms such as TODO, fixme, ...

An empirical study on self-admitted technical debt in modern code ...

These studies used source code [2], coding style [3], or comments [4] to perform their detection. In recent years, an approach using source code comments became ...

Identifying Self-Admitted Technical Debt in Issue Tracking Systems ...

A special type of technical debt is explicitly admitted by software engineers (e.g. using a TODO comment); this is called Self-Admitted ...

Detecting and quantifying different types of self-admitted technical ...

More recently, our work shown that one possible source to detect technical debt is using source code comments, also referred to as self-admitted technical debt.

Automatic identification of self-admitted technical debt from four ...

We propose and evaluate an approach for automated SATD identification that integrates four sources: source code comments, commit messages, pull requests, and ...

Identification and Remediation of Self-Admitted Technical Debt in ...

Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap ... Softw. Qual. J. 2024. TLDR.

Identifying Self-Admitted Technical Debt through Code Comment ...

feasibility to support self-admitted technical debt identification from source code comments. ... Tags: The model recognizes specific keywords, used to label ...

Identifying self-admitted technical debt through code comment ...

Previous work has shown that one can explore code comments to detect Self-Admitted Technical Debt (SATD) using a contextualized vocabulary.

23 Shades of Self-Admitted Technical Debt: An Empirical Study on ...

ML source code comments, where 35 were labeled to be SATD by the authors. Previous work's classifier obtained a precision of 82.6% and a recall of 54.2% on ...

Identifying self-admitted technical debt in issue tracking systems ...

Moreover, we find source code comments and issue tracking systems have some common SATD keywords. 4. Evaluating generalizability of our CNN-based approach. We ...

yikun-li/satd-different-sources-data: Dataset: Self-Admitted Technical ...

Technical debt refers to taking shortcuts to achieve short-term goals while sacrificing the long-term maintainability and evolvability of software systems.