Self-Admitted Technical Debt Detection Approaches
Technical debt (TD) refers to the long-term costs associated with suboptimal design or code decisions in software development, often made to meet short-term delivery goals. SATD occurs when developers explicitly acknowledge these trade-offs in the codebase, typically through comments or annotations.
Sutoyo, Edi, Capiluppi, Andrea
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Technical debt in Automated Production Systems
The term technical debt borrowed from financial debt describes the long-term negative effects of sub-optimal solutions to achieve short-term benefits. It has been widely studied so far in pure software systems.
Vogel-Heuser, B., +11 more
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Understanding Self-Admitted Technical Debt in Test Code: An Empirical Study
Developers often opt for easier but non-optimal implementation to meet deadlines or create rapid prototypes, leading to additional effort known as technical debt to improve the code later. Oftentimes, developers explicitly document the technical debt in code comments, referred to as Self-Admitted Technical Debt (SATD).
Ibuki Nakamura +3 more
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Automatic Classifying Self-Admitted Technical Debt Using N-Gram IDF [PDF]
Technical Debt (TD) introduces a quality problem and increases maintenance cost since it may require improvements in the future. Several studies show that it is possible to automatically detect TD from source code comments that developers intentionally ...
Thanwadee, Sunetnanta +10 more
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Self-admitted Technical Debt Prediction Using Bellwether
Abstract Context: Self-admitted technical debt (SATD) refers to the temporary workaround codes that engineers purposely leave behind before releasing software. It was developed by Potdar and Shihab to highlight intentional technical debts made by developers, to meet certain deadlines during the developmental process.
Robert Koomson +4 more
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Characterizing and Mitigating Self-Admitted Technical Debt in Build Systems
Technical Debt is a metaphor used to describe the situation in which long-term software artifact quality is traded for short-term goals in software projects.
66 +19 more
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Arianpoor A +17 more
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